BibTeX records: George Karypis

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@article{DBLP:journals/tnn/WuZPGLK24,
  author       = {Zonghan Wu and
                  Da Zheng and
                  Shirui Pan and
                  Quan Gan and
                  Guodong Long and
                  George Karypis},
  title        = {TraverseNet: Unifying Space and Time in Message Passing for Traffic
                  Forecasting},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {35},
  number       = {2},
  pages        = {2003--2013},
  year         = {2024},
  url          = {https://doi.org/10.1109/TNNLS.2022.3186103},
  doi          = {10.1109/TNNLS.2022.3186103},
  timestamp    = {Thu, 29 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/WuZPGLK24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02289,
  author       = {Costas Mavromatis and
                  Petros Karypis and
                  George Karypis},
  title        = {SemPool: Simple, robust, and interpretable {KG} pooling for enhancing
                  language models},
  journal      = {CoRR},
  volume       = {abs/2402.02289},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.02289},
  doi          = {10.48550/ARXIV.2402.02289},
  eprinttype    = {arXiv},
  eprint       = {2402.02289},
  timestamp    = {Fri, 09 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-02289.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14361,
  author       = {Kezhi Kong and
                  Jiani Zhang and
                  Zhengyuan Shen and
                  Balasubramaniam Srinivasan and
                  Chuan Lei and
                  Christos Faloutsos and
                  Huzefa Rangwala and
                  George Karypis},
  title        = {OpenTab: Advancing Large Language Models as Open-domain Table Reasoners},
  journal      = {CoRR},
  volume       = {abs/2402.14361},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.14361},
  doi          = {10.48550/ARXIV.2402.14361},
  eprinttype    = {arXiv},
  eprint       = {2402.14361},
  timestamp    = {Fri, 22 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-14361.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17509,
  author       = {Vyas Raina and
                  Samson Tan and
                  Volkan Cevher and
                  Aditya Rawal and
                  Sheng Zha and
                  George Karypis},
  title        = {Extreme Miscalibration and the Illusion of Adversarial Robustness},
  journal      = {CoRR},
  volume       = {abs/2402.17509},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.17509},
  doi          = {10.48550/ARXIV.2402.17509},
  eprinttype    = {arXiv},
  eprint       = {2402.17509},
  timestamp    = {Mon, 25 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-17509.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18752,
  author       = {Zhiqi Bu and
                  Xinwei Zhang and
                  Mingyi Hong and
                  Sheng Zha and
                  George Karypis},
  title        = {Pre-training Differentially Private Models with Limited Public Data},
  journal      = {CoRR},
  volume       = {abs/2402.18752},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.18752},
  doi          = {10.48550/ARXIV.2402.18752},
  eprinttype    = {arXiv},
  eprint       = {2402.18752},
  timestamp    = {Tue, 26 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-18752.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YangXZK23,
  author       = {Fan Yang and
                  Fuzhong Xue and
                  Yanchun Zhang and
                  George Karypis},
  title        = {Kernelized Multitask Learning Method for Personalized Signaling Adverse
                  Drug Reactions},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {35},
  number       = {2},
  pages        = {1681--1694},
  year         = {2023},
  url          = {https://doi.org/10.1109/TKDE.2021.3108819},
  doi          = {10.1109/TKDE.2021.3108819},
  timestamp    = {Tue, 31 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/YangXZK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PeiZLZK23,
  author       = {Hengzhi Pei and
                  Jinman Zhao and
                  Leonard Lausen and
                  Sheng Zha and
                  George Karypis},
  editor       = {Brian Williams and
                  Yiling Chen and
                  Jennifer Neville},
  title        = {Better Context Makes Better Code Language Models: {A} Case Study on
                  Function Call Argument Completion},
  booktitle    = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2023, Thirty-Fifth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
                  7-14, 2023},
  pages        = {5230--5238},
  publisher    = {{AAAI} Press},
  year         = {2023},
  url          = {https://doi.org/10.1609/aaai.v37i4.25653},
  doi          = {10.1609/AAAI.V37I4.25653},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/PeiZLZK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HuWQLSFKKWY23,
  author       = {Xuming Hu and
                  Shen Wang and
                  Xiao Qin and
                  Chuan Lei and
                  Zhengyuan Shen and
                  Christos Faloutsos and
                  Asterios Katsifodimos and
                  George Karypis and
                  Lijie Wen and
                  Philip S. Yu},
  editor       = {Anna Rogers and
                  Jordan L. Boyd{-}Graber and
                  Naoaki Okazaki},
  title        = {Automatic Table Union Search with Tabular Representation Learning},
  booktitle    = {Findings of the Association for Computational Linguistics: {ACL} 2023,
                  Toronto, Canada, July 9-14, 2023},
  pages        = {3786--3800},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://doi.org/10.18653/v1/2023.findings-acl.233},
  doi          = {10.18653/V1/2023.FINDINGS-ACL.233},
  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/HuWQLSFKKWY23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0003SSWRK23,
  author       = {Jiani Zhang and
                  Zhengyuan Shen and
                  Balasubramaniam Srinivasan and
                  Shen Wang and
                  Huzefa Rangwala and
                  George Karypis},
  editor       = {Houda Bouamor and
                  Juan Pino and
                  Kalika Bali},
  title        = {NameGuess: Column Name Expansion for Tabular Data},
  booktitle    = {Proceedings of the 2023 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
  pages        = {13276--13290},
  publisher    = {Association for Computational Linguistics},
  year         = {2023},
  url          = {https://aclanthology.org/2023.emnlp-main.820},
  timestamp    = {Tue, 30 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/emnlp/0003SSWRK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MavromatisK23,
  author       = {Costas Mavromatis and
                  George Karypis},
  title        = {Global and Nodal Mutual Information Maximization in Heterogeneous
                  Graphs},
  booktitle    = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
                  {ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICASSP49357.2023.10095282},
  doi          = {10.1109/ICASSP49357.2023.10095282},
  timestamp    = {Sun, 05 Nov 2023 16:51:21 +0100},
  biburl       = {https://dblp.org/rec/conf/icassp/MavromatisK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Ribeiro0MZDKBRH23,
  author       = {Danilo Neves Ribeiro and
                  Shen Wang and
                  Xiaofei Ma and
                  Henghui Zhu and
                  Rui Dong and
                  Deguang Kong and
                  Juliette Burger and
                  Anjelica Ramos and
                  Zhiheng Huang and
                  William Yang Wang and
                  George Karypis and
                  Bing Xiang and
                  Dan Roth},
  title        = {{STREET:} {A} Multi-Task Structured Reasoning and Explanation Benchmark},
  booktitle    = {The Eleventh International Conference on Learning Representations,
                  {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher    = {OpenReview.net},
  year         = {2023},
  url          = {https://openreview.net/pdf?id=1C\_kSW1-k0},
  timestamp    = {Fri, 30 Jun 2023 14:38:38 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/Ribeiro0MZDKBRH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WuBWIDPVK23,
  author       = {Yulun Wu and
                  Robert A. Barton and
                  Zichen Wang and
                  Vassilis N. Ioannidis and
                  Carlo De Donno and
                  Layne C. Price and
                  Luis F. Voloch and
                  George Karypis},
  title        = {Predicting Cellular Responses with Variational Causal Inference and
                  Refined Relational Information},
  booktitle    = {The Eleventh International Conference on Learning Representations,
                  {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher    = {OpenReview.net},
  year         = {2023},
  url          = {https://openreview.net/pdf?id=ICYasJBlZNs},
  timestamp    = {Fri, 30 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/WuBWIDPVK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BuWZK23,
  author       = {Zhiqi Bu and
                  Yu{-}Xiang Wang and
                  Sheng Zha and
                  George Karypis},
  editor       = {Andreas Krause and
                  Emma Brunskill and
                  Kyunghyun Cho and
                  Barbara Engelhardt and
                  Sivan Sabato and
                  Jonathan Scarlett},
  title        = {Differentially Private Optimization on Large Model at Small Cost},
  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
                  2023, Honolulu, Hawaii, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {3192--3218},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v202/bu23a.html},
  timestamp    = {Mon, 20 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/BuWZK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuSE0KS23,
  author       = {Bingzhao Zhu and
                  Xingjian Shi and
                  Nick Erickson and
                  Mu Li and
                  George Karypis and
                  Mahsa Shoaran},
  editor       = {Andreas Krause and
                  Emma Brunskill and
                  Kyunghyun Cho and
                  Barbara Engelhardt and
                  Sivan Sabato and
                  Jonathan Scarlett},
  title        = {XTab: Cross-table Pretraining for Tabular Transformers},
  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
                  2023, Honolulu, Hawaii, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {43181--43204},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v202/zhu23k.html},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ZhuSE0KS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/NisaWZFCK23,
  author       = {Israt Nisa and
                  Minjie Wang and
                  Da Zheng and
                  Qiang Fu and
                  {\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
                  George Karypis},
  title        = {Optimizing Irregular Dense Operators of Heterogeneous {GNN} Models
                  on {GPU}},
  booktitle    = {{IEEE} International Parallel and Distributed Processing Symposium,
                  {IPDPS} 2023 - Workshops, St. Petersburg, FL, USA, May 15-19, 2023},
  pages        = {199--206},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/IPDPSW59300.2023.00042},
  doi          = {10.1109/IPDPSW59300.2023.00042},
  timestamp    = {Wed, 09 Aug 2023 16:25:12 +0200},
  biburl       = {https://dblp.org/rec/conf/ipps/NisaWZFCK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LingWDFKR23,
  author       = {Yuan Ling and
                  Fanyou Wu and
                  Shujing Dong and
                  Yarong Feng and
                  George Karypis and
                  Chandan K. Reddy},
  editor       = {Ambuj K. Singh and
                  Yizhou Sun and
                  Leman Akoglu and
                  Dimitrios Gunopulos and
                  Xifeng Yan and
                  Ravi Kumar and
                  Fatma Ozcan and
                  Jieping Ye},
  title        = {International Workshop on Multimodal Learning - 2023 Theme: Multimodal
                  Learning with Foundation Models},
  booktitle    = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
  pages        = {5868--5869},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3580305.3599208},
  doi          = {10.1145/3580305.3599208},
  timestamp    = {Mon, 25 Sep 2023 08:29:22 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/LingWDFKR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Bu0ZK23,
  author       = {Zhiqi Bu and
                  Yu{-}Xiang Wang and
                  Sheng Zha and
                  George Karypis},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Automatic Clipping: Differentially Private Deep Learning Made Easier
                  and Stronger},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/8249b30d877c91611fd8c7aa6ac2b5fe-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/Bu0ZK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenSLSZHK23,
  author       = {Pei Chen and
                  Soumajyoti Sarkar and
                  Leonard Lausen and
                  Balasubramaniam Srinivasan and
                  Sheng Zha and
                  Ruihong Huang and
                  George Karypis},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {HyTrel: Hypergraph-enhanced Tabular Data Representation Learning},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/66178beae8f12fcd48699de95acc1152-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ChenSLSZHK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DinhZTNLZK23,
  author       = {Tuan Dinh and
                  Jinman Zhao and
                  Samson Tan and
                  Renato Negrinho and
                  Leonard Lausen and
                  Sheng Zha and
                  George Karypis},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Large Language Models of Code Fail at Completing Code with Potential
                  Bugs},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/819cebb05f993840e8a52d7564c5c282-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/DinhZTNLZK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/MavromatisIWZAMZFK23,
  author       = {Costas Mavromatis and
                  Vassilis N. Ioannidis and
                  Shen Wang and
                  Da Zheng and
                  Soji Adeshina and
                  Jun Ma and
                  Han Zhao and
                  Christos Faloutsos and
                  George Karypis},
  editor       = {Danai Koutra and
                  Claudia Plant and
                  Manuel Gomez Rodriguez and
                  Elena Baralis and
                  Francesco Bonchi},
  title        = {Train Your Own {GNN} Teacher: Graph-Aware Distillation on Textual
                  Graphs},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases: Research Track
                  - European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
                  18-22, 2023, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14171},
  pages        = {157--173},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-43418-1\_10},
  doi          = {10.1007/978-3-031-43418-1\_10},
  timestamp    = {Wed, 20 Sep 2023 23:28:46 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/MavromatisIWZAMZFK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppopp/CaiZ0ZSZCK23,
  author       = {Zhenkun Cai and
                  Qihui Zhou and
                  Xiao Yan and
                  Da Zheng and
                  Xiang Song and
                  Chenguang Zheng and
                  James Cheng and
                  George Karypis},
  editor       = {Maryam Mehri Dehnavi and
                  Milind Kulkarni and
                  Sriram Krishnamoorthy},
  title        = {{DSP:} Efficient {GNN} Training with Multiple GPUs},
  booktitle    = {Proceedings of the 28th {ACM} {SIGPLAN} Annual Symposium on Principles
                  and Practice of Parallel Programming, PPoPP 2023, Montreal, QC, Canada,
                  25 February 2023 - 1 March 2023},
  pages        = {392--404},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3572848.3577528},
  doi          = {10.1145/3572848.3577528},
  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ppopp/CaiZ0ZSZCK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/ZhouZSKP23,
  author       = {Hongkuan Zhou and
                  Da Zheng and
                  Xiang Song and
                  George Karypis and
                  Viktor K. Prasanna},
  editor       = {Dorian Arnold and
                  Rosa M. Badia and
                  Kathryn M. Mohror},
  title        = {DistTGL: Distributed Memory-Based Temporal Graph Neural Network Training},
  booktitle    = {Proceedings of the International Conference for High Performance Computing,
                  Networking, Storage and Analysis, {SC} 2023, Denver, CO, USA, November
                  12-17, 2023},
  pages        = {39:1--39:12},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3581784.3607056},
  doi          = {10.1145/3581784.3607056},
  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/ZhouZSKP23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/FiondaHAACCC0DE23,
  author       = {Valeria Fionda and
                  Olaf Hartig and
                  Reyhaneh Abdolazimi and
                  Sihem Amer{-}Yahia and
                  Hongzhi Chen and
                  Xiao Chen and
                  Peng Cui and
                  Jeffrey Dalton and
                  Xin Luna Dong and
                  Lisette Esp{\'{\i}}n{-}Noboa and
                  Wenqi Fan and
                  Manuela Fritz and
                  Quan Gan and
                  Jingtong Gao and
                  Xiaojie Guo and
                  Torsten Hahmann and
                  Jiawei Han and
                  Soyeon Caren Han and
                  Estevam Hruschka and
                  Liang Hu and
                  Jiaxin Huang and
                  Utkarshani Jaimini and
                  Olivier Jeunen and
                  Yushan Jiang and
                  Fariba Karimi and
                  George Karypis and
                  Krishnaram Kenthapadi and
                  Himabindu Lakkaraju and
                  Hady W. Lauw and
                  Thai Le and
                  Trung{-}Hoang Le and
                  Dongwon Lee and
                  Geon Lee and
                  Liat Levontin and
                  Cheng{-}Te Li and
                  Haoyang Li and
                  Ying Li and
                  Jay Chiehen Liao and
                  Qidong Liu and
                  Usha Lokala and
                  Ben London and
                  Siqu Long and
                  Hande K{\"{u}}{\c{c}}{\"{u}}k{-}McGinty and
                  Yu Meng and
                  Seungwhan Moon and
                  Usman Naseem and
                  Pradeep Natarajan and
                  Behrooz Omidvar{-}Tehrani and
                  Zijie Pan and
                  Devesh Parekh and
                  Jian Pei and
                  Tiago Peixoto and
                  Steven Pemberton and
                  Josiah Poon and
                  Filip Radlinski and
                  Federico Rossetto and
                  Kaushik Roy and
                  Aghiles Salah and
                  Mehrnoosh Sameki and
                  Amit P. Sheth and
                  Cogan Shimizu and
                  Kijung Shin and
                  Dongjin Song and
                  Julia Stoyanovich and
                  Dacheng Tao and
                  Johanne Trippas and
                  Quoc Truong and
                  Yu{-}Che Tsai and
                  Adaku Uchendu and
                  Bram van den Akker and
                  Lin Wang and
                  Minjie Wang and
                  Shoujin Wang and
                  Xin Wang and
                  Ingmar Weber and
                  Henry Weld and
                  Lingfei Wu and
                  Da Xu and
                  Yifan Ethan Xu and
                  Shuyuan Xu and
                  Bo Yang and
                  Ke Yang and
                  Elad Yom{-}Tov and
                  Jaemin Yoo and
                  Zhou Yu and
                  Reza Zafarani and
                  Hamed Zamani and
                  Meike Zehlike and
                  Qi Zhang and
                  Xikun Zhang and
                  Yongfeng Zhang and
                  Yu Zhang and
                  Zheng Zhang and
                  Liang Zhao and
                  Xiangyu Zhao and
                  Wenwu Zhu},
  editor       = {Ying Ding and
                  Jie Tang and
                  Juan F. Sequeda and
                  Lora Aroyo and
                  Carlos Castillo and
                  Geert{-}Jan Houben},
  title        = {Tutorials at The Web Conference 2023},
  booktitle    = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
                  Austin, TX, USA, 30 April 2023 - 4 May 2023},
  pages        = {648--658},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3543873.3587713},
  doi          = {10.1145/3543873.3587713},
  timestamp    = {Mon, 25 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/www/FiondaHAACCC0DE23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/DavePCWZK23,
  author       = {Vachik S. Dave and
                  Linsey Pang and
                  Xiquan Cui and
                  Lingfei Wu and
                  Hamed Zamani and
                  George Karypis},
  editor       = {Ying Ding and
                  Jie Tang and
                  Juan F. Sequeda and
                  Lora Aroyo and
                  Carlos Castillo and
                  Geert{-}Jan Houben},
  title        = {The 2nd Workshop on Interactive and Scalable Information Retrieval
                  Methods for eCommerce (ISIR-eCom)},
  booktitle    = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
                  Austin, TX, USA, 30 April 2023 - 4 May 2023},
  pages        = {850--853},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3543873.3589753},
  doi          = {10.1145/3543873.3589753},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/DavePCWZK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00109,
  author       = {Hengrui Zhang and
                  Shen Wang and
                  Vassilis N. Ioannidis and
                  Soji Adeshina and
                  Jiani Zhang and
                  Xiao Qin and
                  Christos Faloutsos and
                  Da Zheng and
                  George Karypis and
                  Philip S. Yu},
  title        = {OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization},
  journal      = {CoRR},
  volume       = {abs/2302.00109},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.00109},
  doi          = {10.48550/ARXIV.2302.00109},
  eprinttype    = {arXiv},
  eprint       = {2302.00109},
  timestamp    = {Wed, 22 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-00109.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00923,
  author       = {Zhuosheng Zhang and
                  Aston Zhang and
                  Mu Li and
                  Hai Zhao and
                  George Karypis and
                  Alex Smola},
  title        = {Multimodal Chain-of-Thought Reasoning in Language Models},
  journal      = {CoRR},
  volume       = {abs/2302.00923},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.00923},
  doi          = {10.48550/ARXIV.2302.00923},
  eprinttype    = {arXiv},
  eprint       = {2302.00923},
  timestamp    = {Thu, 21 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-00923.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-06729,
  author       = {Danilo Neves Ribeiro and
                  Shen Wang and
                  Xiaofei Ma and
                  Henry Zhu and
                  Rui Dong and
                  Deguang Kong and
                  Juliette Burger and
                  Anjelica Ramos and
                  William Yang Wang and
                  Zhiheng Huang and
                  George Karypis and
                  Bing Xiang and
                  Dan Roth},
  title        = {{STREET:} {A} Multi-Task Structured Reasoning and Explanation Benchmark},
  journal      = {CoRR},
  volume       = {abs/2302.06729},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.06729},
  doi          = {10.48550/ARXIV.2302.06729},
  eprinttype    = {arXiv},
  eprint       = {2302.06729},
  timestamp    = {Mon, 20 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-06729.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-10668,
  author       = {Costas Mavromatis and
                  Vassilis N. Ioannidis and
                  Shen Wang and
                  Da Zheng and
                  Soji Adeshina and
                  Jun Ma and
                  Han Zhao and
                  Christos Faloutsos and
                  George Karypis},
  title        = {Train Your Own {GNN} Teacher: Graph-Aware Distillation on Textual
                  Graphs},
  journal      = {CoRR},
  volume       = {abs/2304.10668},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.10668},
  doi          = {10.48550/ARXIV.2304.10668},
  eprinttype    = {arXiv},
  eprint       = {2304.10668},
  timestamp    = {Mon, 08 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-10668.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06090,
  author       = {Bingzhao Zhu and
                  Xingjian Shi and
                  Nick Erickson and
                  Mu Li and
                  George Karypis and
                  Mahsa Shoaran},
  title        = {XTab: Cross-table Pretraining for Tabular Transformers},
  journal      = {CoRR},
  volume       = {abs/2305.06090},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.06090},
  doi          = {10.48550/ARXIV.2305.06090},
  eprinttype    = {arXiv},
  eprint       = {2305.06090},
  timestamp    = {Tue, 16 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-06090.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00381,
  author       = {Hengzhi Pei and
                  Jinman Zhao and
                  Leonard Lausen and
                  Sheng Zha and
                  George Karypis},
  title        = {Better Context Makes Better Code Language Models: {A} Case Study on
                  Function Call Argument Completion},
  journal      = {CoRR},
  volume       = {abs/2306.00381},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.00381},
  doi          = {10.48550/ARXIV.2306.00381},
  eprinttype    = {arXiv},
  eprint       = {2306.00381},
  timestamp    = {Mon, 12 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-00381.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03438,
  author       = {Tuan Dinh and
                  Jinman Zhao and
                  Samson Tan and
                  Renato Negrinho and
                  Leonard Lausen and
                  Sheng Zha and
                  George Karypis},
  title        = {Large Language Models of Code Fail at Completing Code with Potential
                  Bugs},
  journal      = {CoRR},
  volume       = {abs/2306.03438},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.03438},
  doi          = {10.48550/ARXIV.2306.03438},
  eprinttype    = {arXiv},
  eprint       = {2306.03438},
  timestamp    = {Tue, 13 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-03438.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-07649,
  author       = {Hongkuan Zhou and
                  Da Zheng and
                  Xiang Song and
                  George Karypis and
                  Viktor K. Prasanna},
  title        = {DistTGL: Distributed Memory-Based Temporal Graph Neural Network Training},
  journal      = {CoRR},
  volume       = {abs/2307.07649},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.07649},
  doi          = {10.48550/ARXIV.2307.07649},
  eprinttype    = {arXiv},
  eprint       = {2307.07649},
  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-07649.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08623,
  author       = {Pei Chen and
                  Soumajyoti Sarkar and
                  Leonard Lausen and
                  Balasubramaniam Srinivasan and
                  Sheng Zha and
                  Ruihong Huang and
                  George Karypis},
  title        = {{HYTREL:} Hypergraph-enhanced Tabular Data Representation Learning},
  journal      = {CoRR},
  volume       = {abs/2307.08623},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.08623},
  doi          = {10.48550/ARXIV.2307.08623},
  eprinttype    = {arXiv},
  eprint       = {2307.08623},
  timestamp    = {Tue, 25 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-08623.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01304,
  author       = {Ruixuan Liu and
                  Zhiqi Bu and
                  Yu{-}Xiang Wang and
                  Sheng Zha and
                  George Karypis},
  title        = {Coupling public and private gradient provably helps optimization},
  journal      = {CoRR},
  volume       = {abs/2310.01304},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.01304},
  doi          = {10.48550/ARXIV.2310.01304},
  eprinttype    = {arXiv},
  eprint       = {2310.01304},
  timestamp    = {Mon, 20 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-01304.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09656,
  author       = {Hengrui Zhang and
                  Jiani Zhang and
                  Balasubramaniam Srinivasan and
                  Zhengyuan Shen and
                  Xiao Qin and
                  Christos Faloutsos and
                  Huzefa Rangwala and
                  George Karypis},
  title        = {Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent
                  Space},
  journal      = {CoRR},
  volume       = {abs/2310.09656},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.09656},
  doi          = {10.48550/ARXIV.2310.09656},
  eprinttype    = {arXiv},
  eprint       = {2310.09656},
  timestamp    = {Wed, 25 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-09656.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-11812,
  author       = {Deepak Ajwani and
                  Rob H. Bisseling and
                  Katrin Casel and
                  {\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
                  C{\'{e}}dric Chevalier and
                  Florian Chudigiewitsch and
                  Marcelo Fonseca Faraj and
                  Michael R. Fellows and
                  Lars Gottesb{\"{u}}ren and
                  Tobias Heuer and
                  George Karypis and
                  Kamer Kaya and
                  Jakub Lacki and
                  Johannes Langguth and
                  Xiaoye Sherry Li and
                  Ruben Mayer and
                  Johannes Meintrup and
                  Yosuke Mizutani and
                  Fran{\c{c}}ois Pellegrini and
                  Fabrizio Petrini and
                  Frances A. Rosamond and
                  Ilya Safro and
                  Sebastian Schlag and
                  Christian Schulz and
                  Roohani Sharma and
                  Darren Strash and
                  Blair D. Sullivan and
                  Bora U{\c{c}}ar and
                  Albert{-}Jan Yzelman},
  title        = {Open Problems in (Hyper)Graph Decomposition},
  journal      = {CoRR},
  volume       = {abs/2310.11812},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.11812},
  doi          = {10.48550/ARXIV.2310.11812},
  eprinttype    = {arXiv},
  eprint       = {2310.11812},
  timestamp    = {Fri, 27 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-11812.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13196,
  author       = {Jiani Zhang and
                  Zhengyuan Shen and
                  Balasubramaniam Srinivasan and
                  Shen Wang and
                  Huzefa Rangwala and
                  George Karypis},
  title        = {NameGuess: Column Name Expansion for Tabular Data},
  journal      = {CoRR},
  volume       = {abs/2310.13196},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.13196},
  doi          = {10.48550/ARXIV.2310.13196},
  eprinttype    = {arXiv},
  eprint       = {2310.13196},
  timestamp    = {Tue, 30 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-13196.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14633,
  author       = {Petros Karypis and
                  Julian J. McAuley and
                  George Karypis},
  title        = {Extending Input Contexts of Language Models through Training on Segmented
                  Sequences},
  journal      = {CoRR},
  volume       = {abs/2310.14633},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.14633},
  doi          = {10.48550/ARXIV.2310.14633},
  eprinttype    = {arXiv},
  eprint       = {2310.14633},
  timestamp    = {Mon, 30 Oct 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-14633.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-19215,
  author       = {Zhiqi Bu and
                  Ruixuan Liu and
                  Yu{-}Xiang Wang and
                  Sheng Zha and
                  George Karypis},
  title        = {On the accuracy and efficiency of group-wise clipping in differentially
                  private optimization},
  journal      = {CoRR},
  volume       = {abs/2310.19215},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.19215},
  doi          = {10.48550/ARXIV.2310.19215},
  eprinttype    = {arXiv},
  eprint       = {2310.19215},
  timestamp    = {Mon, 20 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-19215.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-20046,
  author       = {Costas Mavromatis and
                  Balasubramaniam Srinivasan and
                  Zhengyuan Shen and
                  Jiani Zhang and
                  Huzefa Rangwala and
                  Christos Faloutsos and
                  George Karypis},
  title        = {Which Examples to Annotate for In-Context Learning? Towards Effective
                  and Efficient Selection},
  journal      = {CoRR},
  volume       = {abs/2310.20046},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.20046},
  doi          = {10.48550/ARXIV.2310.20046},
  eprinttype    = {arXiv},
  eprint       = {2310.20046},
  timestamp    = {Fri, 03 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-20046.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-11822,
  author       = {Zhiqi Bu and
                  Justin Chiu and
                  Ruixuan Liu and
                  Sheng Zha and
                  George Karypis},
  title        = {Zero redundancy distributed learning with differential privacy},
  journal      = {CoRR},
  volume       = {abs/2311.11822},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.11822},
  doi          = {10.48550/ARXIV.2311.11822},
  eprinttype    = {arXiv},
  eprint       = {2311.11822},
  timestamp    = {Thu, 23 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-11822.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/Karypis0SABCCCC23,
  author       = {George Karypis and
                  Christian Schulz and
                  Darren Strash and
                  Deepak Ajwani and
                  Rob H. Bisseling and
                  Katrin Casel and
                  {\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
                  C{\'{e}}dric Chevalier and
                  Florian Chudigiewitsch and
                  Marcelo Fonseca Faraj and
                  Michael R. Fellows and
                  Lars Gottesb{\"{u}}ren and
                  Tobias Heuer and
                  Kamer Kaya and
                  Jakub Lacki and
                  Johannes Langguth and
                  Xiaoye Sherry Li and
                  Ruben Mayer and
                  Johannes Meintrup and
                  Yosuke Mizutani and
                  Fran{\c{c}}ois Pellegrini and
                  Fabrizio Petrini and
                  Frances A. Rosamond and
                  Ilya Safro and
                  Sebastian Schlag and
                  Roohani Sharma and
                  Blair D. Sullivan and
                  Bora U{\c{c}}ar and
                  Albert{-}Jan Yzelman},
  title        = {Recent Trends in Graph Decomposition (Dagstuhl Seminar 23331)},
  journal      = {Dagstuhl Reports},
  volume       = {13},
  number       = {8},
  pages        = {1--45},
  year         = {2023},
  url          = {https://doi.org/10.4230/DagRep.13.8.1},
  doi          = {10.4230/DAGREP.13.8.1},
  timestamp    = {Thu, 14 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/dagstuhl-reports/Karypis0SABCCCC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ZhouZNISK22,
  author       = {Hongkuan Zhou and
                  Da Zheng and
                  Israt Nisa and
                  Vassilis N. Ioannidis and
                  Xiang Song and
                  George Karypis},
  title        = {{TGL:} {A} General Framework for Temporal {GNN} Training onBillion-Scale
                  Graphs},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {15},
  number       = {8},
  pages        = {1572--1580},
  year         = {2022},
  url          = {https://www.vldb.org/pvldb/vol15/p1572-zhou.pdf},
  doi          = {10.14778/3529337.3529342},
  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/ZhouZNISK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/Zhang0WCKC0022,
  author       = {Zhen Zhang and
                  Shuai Zheng and
                  Yida Wang and
                  Justin Chiu and
                  George Karypis and
                  Trishul Chilimbi and
                  Mu Li and
                  Xin Jin},
  title        = {MiCS: Near-linear Scaling for Training Gigantic Model on Public Cloud},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {16},
  number       = {1},
  pages        = {37--50},
  year         = {2022},
  url          = {https://www.vldb.org/pvldb/vol16/p37-zhang.pdf},
  doi          = {10.14778/3561261.3561265},
  timestamp    = {Fri, 09 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pvldb/Zhang0WCKC0022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiPSSKK22,
  author       = {Zhuliu Li and
                  Raphael Petegrosso and
                  Shaden Smith and
                  David Sterling and
                  George Karypis and
                  Rui Kuang},
  title        = {Scalable Label Propagation for Multi-Relational Learning on the Tensor
                  Product of Graphs},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {34},
  number       = {12},
  pages        = {5964--5978},
  year         = {2022},
  url          = {https://doi.org/10.1109/TKDE.2021.3063985},
  doi          = {10.1109/TKDE.2021.3063985},
  timestamp    = {Mon, 05 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/LiPSSKK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tlt/KalantziPK22,
  author       = {Maria Kalantzi and
                  Agoritsa Polyzou and
                  George Karypis},
  title        = {{FERN:} Fair Team Formation for Mutually Beneficial Collaborative
                  Learning},
  journal      = {{IEEE} Trans. Learn. Technol.},
  volume       = {15},
  number       = {6},
  pages        = {757--770},
  year         = {2022},
  url          = {https://doi.org/10.1109/TLT.2022.3213635},
  doi          = {10.1109/TLT.2022.3213635},
  timestamp    = {Sun, 15 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tlt/KalantziPK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiuLPGZK22,
  author       = {Yixin Liu and
                  Zhao Li and
                  Shirui Pan and
                  Chen Gong and
                  Chuan Zhou and
                  George Karypis},
  title        = {Anomaly Detection on Attributed Networks via Contrastive Self-Supervised
                  Learning},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {33},
  number       = {6},
  pages        = {2378--2392},
  year         = {2022},
  url          = {https://doi.org/10.1109/TNNLS.2021.3068344},
  doi          = {10.1109/TNNLS.2021.3068344},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/LiuLPGZK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MavromatisSIAHG22,
  author       = {Costas Mavromatis and
                  Prasanna Lakkur Subramanyam and
                  Vassilis N. Ioannidis and
                  Adesoji Adeshina and
                  Phillip Ryan Howard and
                  Tetiana Grinberg and
                  Nagib Hakim and
                  George Karypis},
  title        = {TempoQR: Temporal Question Reasoning over Knowledge Graphs},
  booktitle    = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2022, Thirty-Fourth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
                  - March 1, 2022},
  pages        = {5825--5833},
  publisher    = {{AAAI} Press},
  year         = {2022},
  url          = {https://doi.org/10.1609/aaai.v36i5.20526},
  doi          = {10.1609/AAAI.V36I5.20526},
  timestamp    = {Sat, 23 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/MavromatisSIAHG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenZZK022,
  author       = {Yanda Chen and
                  Ruiqi Zhong and
                  Sheng Zha and
                  George Karypis and
                  He He},
  editor       = {Smaranda Muresan and
                  Preslav Nakov and
                  Aline Villavicencio},
  title        = {Meta-learning via Language Model In-context Tuning},
  booktitle    = {Proceedings of the 60th Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
                  May 22-27, 2022},
  pages        = {719--730},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.acl-long.53},
  doi          = {10.18653/V1/2022.ACL-LONG.53},
  timestamp    = {Mon, 01 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/ChenZZK022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HoangDZ0K22,
  author       = {Trong Nghia Hoang and
                  Anoop Deoras and
                  Tong Zhao and
                  Jin Li and
                  George Karypis},
  editor       = {Gustau Camps{-}Valls and
                  Francisco J. R. Ruiz and
                  Isabel Valera},
  title        = {Learning Personalized Item-to-Item Recommendation Metric via Implicit
                  Feedback},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2022, 28-30 March 2022, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {151},
  pages        = {1062--1077},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v151/hoang22a.html},
  timestamp    = {Sat, 30 Sep 2023 09:34:08 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/HoangDZ0K22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MavromatisK22,
  author       = {Costas Mavromatis and
                  George Karypis},
  editor       = {Yoav Goldberg and
                  Zornitsa Kozareva and
                  Yue Zhang},
  title        = {ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs},
  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}
                  2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
  pages        = {2447--2458},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.findings-emnlp.181},
  doi          = {10.18653/V1/2022.FINDINGS-EMNLP.181},
  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/MavromatisK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/AdeshinaZKCFVCK22,
  author       = {Soji Adeshina and
                  Jian Zhang and
                  Muhyun Kim and
                  Min Chen and
                  Rizal Fathony and
                  Advitiya Vashisht and
                  Jia Chen and
                  George Karypis},
  editor       = {Peipei Li and
                  Kui Yu and
                  Nitesh V. Chawla and
                  Ronen Feldman and
                  Qing Li and
                  Xindong Wu},
  title        = {PropInit: Scalable Inductive Initialization for Heterogeneous Graph
                  Neural Networks},
  booktitle    = {{IEEE} International Conference on Knowledge Graph, {ICKG} 2022, Orlando,
                  FL, USA, November 30 - Dec. 1, 2022},
  pages        = {6--13},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICKG55886.2022.00009},
  doi          = {10.1109/ICKG55886.2022.00009},
  timestamp    = {Thu, 23 Feb 2023 14:32:02 +0100},
  biburl       = {https://dblp.org/rec/conf/icbk/AdeshinaZKCFVCK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YinZNFKV22,
  author       = {Chunxing Yin and
                  Da Zheng and
                  Israt Nisa and
                  Christos Faloutsos and
                  George Karypis and
                  Richard W. Vuduc},
  editor       = {Aidong Zhang and
                  Huzefa Rangwala},
  title        = {Nimble {GNN} Embedding with Tensor-Train Decomposition},
  booktitle    = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
  pages        = {2327--2335},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3534678.3539423},
  doi          = {10.1145/3534678.3539423},
  timestamp    = {Mon, 28 Aug 2023 21:17:29 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/YinZNFKV22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhengSYLK22,
  author       = {Da Zheng and
                  Xiang Song and
                  Chengru Yang and
                  Dominique LaSalle and
                  George Karypis},
  editor       = {Aidong Zhang and
                  Huzefa Rangwala},
  title        = {Distributed Hybrid {CPU} and {GPU} training for Graph Neural Networks
                  on Billion-Scale Heterogeneous Graphs},
  booktitle    = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
  pages        = {4582--4591},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3534678.3539177},
  doi          = {10.1145/3534678.3539177},
  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/ZhengSYLK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/DaiIAJFK22,
  author       = {Zhenwei Dai and
                  Vasileios Ioannidis and
                  Soji Adeshina and
                  Zak Jost and
                  Christos Faloutsos and
                  George Karypis},
  editor       = {Bastian Rieck and
                  Razvan Pascanu},
  title        = {ScatterSample: Diversified Label Sampling for Data Efficient Graph
                  Neural Network Learning},
  booktitle    = {Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual
                  Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {198},
  pages        = {35},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v198/dai22a.html},
  timestamp    = {Fri, 17 Feb 2023 16:29:10 +0100},
  biburl       = {https://dblp.org/rec/conf/log/DaiIAJFK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/PadmakumarLBZ0K22,
  author       = {Vishakh Padmakumar and
                  Leonard Lausen and
                  Miguel Ballesteros and
                  Sheng Zha and
                  He He and
                  George Karypis},
  editor       = {Marine Carpuat and
                  Marie{-}Catherine de Marneffe and
                  Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
  title        = {Exploring the Role of Task Transferability in Large-Scale Multi-Task
                  Learning},
  booktitle    = {Proceedings of the 2022 Conference of the North American Chapter of
                  the Association for Computational Linguistics: Human Language Technologies,
                  {NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
  pages        = {2542--2550},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.naacl-main.183},
  doi          = {10.18653/V1/2022.NAACL-MAIN.183},
  timestamp    = {Mon, 01 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/naacl/PadmakumarLBZ0K22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShuiKWNTK22,
  author       = {Zeren Shui and
                  Daniel S. Karls and
                  Mingjian Wen and
                  Ilia A. Nikiforov and
                  Ellad B. Tadmor and
                  George Karypis},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Injecting Domain Knowledge from Empirical Interatomic Potentials to
                  Neural Networks for Predicting Material Properties},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/5ef1df239d6640a27dd6ed9a59f518c9-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ShuiKWNTK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TomAK22,
  author       = {Ancy Sarah Tom and
                  Nesreen K. Ahmed and
                  George Karypis},
  editor       = {Massih{-}Reza Amini and
                  St{\'{e}}phane Canu and
                  Asja Fischer and
                  Tias Guns and
                  Petra Kralj Novak and
                  Grigorios Tsoumakas},
  title        = {Joint Learning of Hierarchical Community Structure and Node Representations:
                  An Unsupervised Approach},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13714},
  pages        = {86--103},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-26390-3\_6},
  doi          = {10.1007/978-3-031-26390-3\_6},
  timestamp    = {Mon, 20 Mar 2023 16:00:26 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/TomAK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiZLCFKPM22,
  author       = {Jiacheng Li and
                  Tong Zhao and
                  Jin Li and
                  Jim Chan and
                  Christos Faloutsos and
                  George Karypis and
                  Soo{-}Min Pantel and
                  Julian J. McAuley},
  editor       = {Enrique Amig{\'{o}} and
                  Pablo Castells and
                  Julio Gonzalo and
                  Ben Carterette and
                  J. Shane Culpepper and
                  Gabriella Kazai},
  title        = {Coarse-to-Fine Sparse Sequential Recommendation},
  booktitle    = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
                  and Development in Information Retrieval, Madrid, Spain, July 11 -
                  15, 2022},
  pages        = {2082--2086},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3477495.3531732},
  doi          = {10.1145/3477495.3531732},
  timestamp    = {Fri, 25 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/LiZLCFKPM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/Karypis22,
  author       = {George Karypis},
  editor       = {K. Selcuk Candan and
                  Huan Liu and
                  Leman Akoglu and
                  Xin Luna Dong and
                  Jiliang Tang},
  title        = {Graph Neural Network Research at {AWS} {AI}},
  booktitle    = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
                  and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
                  2022},
  pages        = {4},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3488560.3500241},
  doi          = {10.1145/3488560.3500241},
  timestamp    = {Fri, 18 Feb 2022 13:17:54 +0100},
  biburl       = {https://dblp.org/rec/conf/wsdm/Karypis22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/sp/NikolakopoulosNDK22,
  author       = {Athanasios N. Nikolakopoulos and
                  Xia Ning and
                  Christian Desrosiers and
                  George Karypis},
  editor       = {Francesco Ricci and
                  Lior Rokach and
                  Bracha Shapira},
  title        = {Trust Your Neighbors: {A} Comprehensive Survey of Neighborhood-Based
                  Methods for Recommender Systems},
  booktitle    = {Recommender Systems Handbook},
  pages        = {39--89},
  publisher    = {Springer {US}},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-1-0716-2197-4\_2},
  doi          = {10.1007/978-1-0716-2197-4\_2},
  timestamp    = {Tue, 10 Jan 2023 15:33:11 +0100},
  biburl       = {https://dblp.org/rec/reference/sp/NikolakopoulosNDK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-09086,
  author       = {Ancy Sarah Tom and
                  Nesreen K. Ahmed and
                  George Karypis},
  title        = {Joint Learning of Hierarchical Community Structure and Node Representations:
                  An Unsupervised Approach},
  journal      = {CoRR},
  volume       = {abs/2201.09086},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.09086},
  eprinttype    = {arXiv},
  eprint       = {2201.09086},
  timestamp    = {Tue, 01 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-09086.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-12598,
  author       = {Trong Nghia Hoang and
                  Anoop Deoras and
                  Tong Zhao and
                  Jin Li and
                  George Karypis},
  title        = {Learning Personalized Item-to-Item Recommendation Metric via Implicit
                  Feedback},
  journal      = {CoRR},
  volume       = {abs/2203.12598},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.12598},
  doi          = {10.48550/ARXIV.2203.12598},
  eprinttype    = {arXiv},
  eprint       = {2203.12598},
  timestamp    = {Fri, 25 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-12598.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-14883,
  author       = {Hongkuan Zhou and
                  Da Zheng and
                  Israt Nisa and
                  Vasileios Ioannidis and
                  Xiang Song and
                  George Karypis},
  title        = {{TGL:} {A} General Framework for Temporal {GNN} Training on Billion-Scale
                  Graphs},
  journal      = {CoRR},
  volume       = {abs/2203.14883},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.14883},
  doi          = {10.48550/ARXIV.2203.14883},
  eprinttype    = {arXiv},
  eprint       = {2203.14883},
  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-14883.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-01839,
  author       = {Jiacheng Li and
                  Tong Zhao and
                  Jin Li and
                  Jim Chan and
                  Christos Faloutsos and
                  George Karypis and
                  Soo{-}Min Pantel and
                  Julian J. McAuley},
  title        = {Coarse-to-Fine Sparse Sequential Recommendation},
  journal      = {CoRR},
  volume       = {abs/2204.01839},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.01839},
  doi          = {10.48550/ARXIV.2204.01839},
  eprinttype    = {arXiv},
  eprint       = {2204.01839},
  timestamp    = {Fri, 25 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-01839.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-11117,
  author       = {Vishakh Padmakumar and
                  Leonard Lausen and
                  Miguel Ballesteros and
                  Sheng Zha and
                  He He and
                  George Karypis},
  title        = {Exploring the Role of Task Transferability in Large-Scale Multi-Task
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2204.11117},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2204.11117},
  doi          = {10.48550/ARXIV.2204.11117},
  eprinttype    = {arXiv},
  eprint       = {2204.11117},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2204-11117.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-00119,
  author       = {Zhen Zhang and
                  Shuai Zheng and
                  Yida Wang and
                  Justin Chiu and
                  George Karypis and
                  Trishul Chilimbi and
                  Mu Li and
                  Xin Jin},
  title        = {MiCS: Near-linear Scaling for Training Gigantic Model on Public Cloud},
  journal      = {CoRR},
  volume       = {abs/2205.00119},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.00119},
  doi          = {10.48550/ARXIV.2205.00119},
  eprinttype    = {arXiv},
  eprint       = {2205.00119},
  timestamp    = {Fri, 09 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-00119.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04255,
  author       = {Zhenwei Dai and
                  Vasileios Ioannidis and
                  Soji Adeshina and
                  Zak Jost and
                  Christos Faloutsos and
                  George Karypis},
  title        = {ScatterSample: Diversified Label Sampling for Data Efficient Graph
                  Neural Network Learning},
  journal      = {CoRR},
  volume       = {abs/2206.04255},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.04255},
  doi          = {10.48550/ARXIV.2206.04255},
  eprinttype    = {arXiv},
  eprint       = {2206.04255},
  timestamp    = {Tue, 14 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-04255.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07136,
  author       = {Zhiqi Bu and
                  Yu{-}Xiang Wang and
                  Sheng Zha and
                  George Karypis},
  title        = {Automatic Clipping: Differentially Private Deep Learning Made Easier
                  and Stronger},
  journal      = {CoRR},
  volume       = {abs/2206.07136},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.07136},
  doi          = {10.48550/ARXIV.2206.07136},
  eprinttype    = {arXiv},
  eprint       = {2206.07136},
  timestamp    = {Mon, 20 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-07136.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10581,
  author       = {Chunxing Yin and
                  Da Zheng and
                  Israt Nisa and
                  Christos Faloutsos and
                  George Karypis and
                  Richard W. Vuduc},
  title        = {Nimble {GNN} Embedding with Tensor-Train Decomposition},
  journal      = {CoRR},
  volume       = {abs/2206.10581},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.10581},
  doi          = {10.48550/ARXIV.2206.10581},
  eprinttype    = {arXiv},
  eprint       = {2206.10581},
  timestamp    = {Mon, 27 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-10581.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10781,
  author       = {Vassilis N. Ioannidis and
                  Xiang Song and
                  Da Zheng and
                  Houyu Zhang and
                  Jun Ma and
                  Yi Xu and
                  Belinda Zeng and
                  Trishul Chilimbi and
                  George Karypis},
  title        = {Efficient and effective training of language and graph neural network
                  models},
  journal      = {CoRR},
  volume       = {abs/2206.10781},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.10781},
  doi          = {10.48550/ARXIV.2206.10781},
  eprinttype    = {arXiv},
  eprint       = {2206.10781},
  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-10781.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-05935,
  author       = {Yulun Wu and
                  Layne C. Price and
                  Zichen Wang and
                  Vassilis N. Ioannidis and
                  George Karypis},
  title        = {Variational Causal Inference},
  journal      = {CoRR},
  volume       = {abs/2209.05935},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2209.05935},
  doi          = {10.48550/ARXIV.2209.05935},
  eprinttype    = {arXiv},
  eprint       = {2209.05935},
  timestamp    = {Thu, 29 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-05935.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00036,
  author       = {Zhiqi Bu and
                  Yu{-}Xiang Wang and
                  Sheng Zha and
                  George Karypis},
  title        = {Differentially Private Bias-Term only Fine-tuning of Foundation Models},
  journal      = {CoRR},
  volume       = {abs/2210.00036},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.00036},
  doi          = {10.48550/ARXIV.2210.00036},
  eprinttype    = {arXiv},
  eprint       = {2210.00036},
  timestamp    = {Mon, 20 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-00036.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00038,
  author       = {Zhiqi Bu and
                  Yu{-}Xiang Wang and
                  Sheng Zha and
                  George Karypis},
  title        = {Differentially Private Optimization on Large Model at Small Cost},
  journal      = {CoRR},
  volume       = {abs/2210.00038},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.00038},
  doi          = {10.48550/ARXIV.2210.00038},
  eprinttype    = {arXiv},
  eprint       = {2210.00038},
  timestamp    = {Mon, 20 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-00038.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00116,
  author       = {Yulun Wu and
                  Robert A. Barton and
                  Zichen Wang and
                  Vassilis N. Ioannidis and
                  Carlo De Donno and
                  Layne C. Price and
                  Luis F. Voloch and
                  George Karypis},
  title        = {Predicting Cellular Responses with Variational Causal Inference and
                  Refined Relational Information},
  journal      = {CoRR},
  volume       = {abs/2210.00116},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.00116},
  doi          = {10.48550/ARXIV.2210.00116},
  eprinttype    = {arXiv},
  eprint       = {2210.00116},
  timestamp    = {Fri, 07 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-00116.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08047,
  author       = {Zeren Shui and
                  Daniel S. Karls and
                  Mingjian Wen and
                  Ilia A. Nikiforov and
                  Ellad B. Tadmor and
                  George Karypis},
  title        = {Injecting Domain Knowledge from Empirical Interatomic Potentials to
                  Neural Networks for Predicting Material Properties},
  journal      = {CoRR},
  volume       = {abs/2210.08047},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.08047},
  doi          = {10.48550/ARXIV.2210.08047},
  eprinttype    = {arXiv},
  eprint       = {2210.08047},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-08047.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13650,
  author       = {Costas Mavromatis and
                  George Karypis},
  title        = {ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs},
  journal      = {CoRR},
  volume       = {abs/2210.13650},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.13650},
  doi          = {10.48550/ARXIV.2210.13650},
  eprinttype    = {arXiv},
  eprint       = {2210.13650},
  timestamp    = {Fri, 28 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-13650.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05191,
  author       = {Chaoyang He and
                  Shuai Zheng and
                  Aston Zhang and
                  George Karypis and
                  Trishul Chilimbi and
                  Mahdi Soltanolkotabi and
                  Salman Avestimehr},
  title        = {{SMILE:} Scaling Mixture-of-Experts with Efficient Bi-level Routing},
  journal      = {CoRR},
  volume       = {abs/2212.05191},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2212.05191},
  doi          = {10.48550/ARXIV.2212.05191},
  eprinttype    = {arXiv},
  eprint       = {2212.05191},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2212-05191.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ManchandaK21,
  author       = {Saurav Manchanda and
                  George Karypis},
  editor       = {Amir Pouran Ben Veyseh and
                  Franck Dernoncourt and
                  Thien Huu Nguyen and
                  Walter Chang and
                  Leo Anthony Celi},
  title        = {Importance Assessment in Scholarly Networks},
  booktitle    = {Proceedings of the Workshop on Scientific Document Understanding co-located
                  with 35th {AAAI} Conference on Artificial Inteligence, SDU@AAAI 2021,
                  Virtual Event, February 9, 2021},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2831},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  url          = {https://ceur-ws.org/Vol-2831/paper17.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:15 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/ManchandaK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ManchandaZK21,
  author       = {Saurav Manchanda and
                  Da Zheng and
                  George Karypis},
  editor       = {Yixin Chen and
                  Heiko Ludwig and
                  Yicheng Tu and
                  Usama M. Fayyad and
                  Xingquan Zhu and
                  Xiaohua Hu and
                  Suren Byna and
                  Xiong Liu and
                  Jianping Zhang and
                  Shirui Pan and
                  Vagelis Papalexakis and
                  Jianwu Wang and
                  Alfredo Cuzzocrea and
                  Carlos Ordonez},
  title        = {Schema-Aware Deep Graph Convolutional Networks for Heterogeneous Graphs},
  booktitle    = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
                  FL, USA, December 15-18, 2021},
  pages        = {480--489},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/BigData52589.2021.9671380},
  doi          = {10.1109/BIGDATA52589.2021.9671380},
  timestamp    = {Fri, 13 Jan 2023 17:06:49 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/ManchandaZK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ManchandaSK21,
  author       = {Saurav Manchanda and
                  Mohit Sharma and
                  George Karypis},
  editor       = {Yixin Chen and
                  Heiko Ludwig and
                  Yicheng Tu and
                  Usama M. Fayyad and
                  Xingquan Zhu and
                  Xiaohua Hu and
                  Suren Byna and
                  Xiong Liu and
                  Jianping Zhang and
                  Shirui Pan and
                  Vagelis Papalexakis and
                  Jianwu Wang and
                  Alfredo Cuzzocrea and
                  Carlos Ordonez},
  title        = {Distant-Supervised Slot-Filling for E-Commerce Queries},
  booktitle    = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
                  FL, USA, December 15-18, 2021},
  pages        = {677--686},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/BigData52589.2021.9671825},
  doi          = {10.1109/BIGDATA52589.2021.9671825},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/ManchandaSK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/KalantziK21,
  author       = {Maria Kalantzi and
                  George Karypis},
  editor       = {Yixin Chen and
                  Heiko Ludwig and
                  Yicheng Tu and
                  Usama M. Fayyad and
                  Xingquan Zhu and
                  Xiaohua Hu and
                  Suren Byna and
                  Xiong Liu and
                  Jianping Zhang and
                  Shirui Pan and
                  Vagelis Papalexakis and
                  Jianwu Wang and
                  Alfredo Cuzzocrea and
                  Carlos Ordonez},
  title        = {Position-based Hash Embeddings For Scaling Graph Neural Networks},
  booktitle    = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
                  FL, USA, December 15-18, 2021},
  pages        = {779--789},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/BigData52589.2021.9671968},
  doi          = {10.1109/BIGDATA52589.2021.9671968},
  timestamp    = {Tue, 18 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/KalantziK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HeSMZ0K21,
  author       = {Haoyu He and
                  Xingjian Shi and
                  Jonas Mueller and
                  Sheng Zha and
                  Mu Li and
                  George Karypis},
  editor       = {Nafise Sadat Moosavi and
                  Iryna Gurevych and
                  Angela Fan and
                  Thomas Wolf and
                  Yufang Hou and
                  Ana Marasovic and
                  Sujith Ravi},
  title        = {Distiller: {A} Systematic Study of Model Distillation Methods in Natural
                  Language Processing},
  booktitle    = {Proceedings of the Second Workshop on Simple and Efficient Natural
                  Language Processing, SustaiNLP@EMNLP 2021, Virtual, November 10, 2021},
  pages        = {119--133},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.sustainlp-1.13},
  doi          = {10.18653/V1/2021.SUSTAINLP-1.13},
  timestamp    = {Wed, 19 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/HeSMZ0K21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ManchandaK21,
  author       = {Saurav Manchanda and
                  George Karypis},
  editor       = {Marie{-}Francine Moens and
                  Xuanjing Huang and
                  Lucia Specia and
                  Scott Wen{-}tau Yih},
  title        = {Evaluating Scholarly Impact: Towards Content-Aware Bibliometrics},
  booktitle    = {Proceedings of the 2021 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
                  Republic, 7-11 November, 2021},
  pages        = {6041--6053},
  publisher    = {Association for Computational Linguistics},
  year         = {2021},
  url          = {https://doi.org/10.18653/v1/2021.emnlp-main.488},
  doi          = {10.18653/V1/2021.EMNLP-MAIN.488},
  timestamp    = {Fri, 16 Feb 2024 08:27:36 +0100},
  biburl       = {https://dblp.org/rec/conf/emnlp/ManchandaK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DongZYK21,
  author       = {Jialin Dong and
                  Da Zheng and
                  Lin F. Yang and
                  George Karypis},
  editor       = {Feida Zhu and
                  Beng Chin Ooi and
                  Chunyan Miao},
  title        = {Global Neighbor Sampling for Mixed {CPU-GPU} Training on Giant Graphs},
  booktitle    = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
  pages        = {289--299},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3447548.3467437},
  doi          = {10.1145/3447548.3467437},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/DongZYK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XuWPSYKBY21,
  author       = {Jianpeng Xu and
                  Lingfei Wu and
                  Xiaolin Pang and
                  Mohit Sharma and
                  Dawei Yin and
                  George Karypis and
                  Justin Basilico and
                  Philip S. Yu},
  editor       = {Feida Zhu and
                  Beng Chin Ooi and
                  Chunyan Miao},
  title        = {2nd International Workshop on Industrial Recommendation Systems {(IRS)}},
  booktitle    = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
  pages        = {4173--4174},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3447548.3469448},
  doi          = {10.1145/3447548.3469448},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/XuWPSYKBY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiuNKS21,
  author       = {Linfeng Liu and
                  Hoan Nguyen and
                  George Karypis and
                  Srinivasan Sengamedu},
  editor       = {Kamal Karlapalem and
                  Hong Cheng and
                  Naren Ramakrishnan and
                  R. K. Agrawal and
                  P. Krishna Reddy and
                  Jaideep Srivastava and
                  Tanmoy Chakraborty},
  title        = {Universal Representation for Code},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia
                  Conference, {PAKDD} 2021, Virtual Event, May 11-14, 2021, Proceedings,
                  Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12714},
  pages        = {16--28},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-75768-7\_2},
  doi          = {10.1007/978-3-030-75768-7\_2},
  timestamp    = {Fri, 14 May 2021 15:17:47 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/LiuNKS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/MavromatisK21,
  author       = {Costas Mavromatis and
                  George Karypis},
  editor       = {Kamal Karlapalem and
                  Hong Cheng and
                  Naren Ramakrishnan and
                  R. K. Agrawal and
                  P. Krishna Reddy and
                  Jaideep Srivastava and
                  Tanmoy Chakraborty},
  title        = {Graph InfoClust: Maximizing Coarse-Grain Mutual Information in Graphs},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia
                  Conference, {PAKDD} 2021, Virtual Event, May 11-14, 2021, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12712},
  pages        = {541--553},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-75762-5\_43},
  doi          = {10.1007/978-3-030-75762-5\_43},
  timestamp    = {Fri, 14 May 2021 15:17:47 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/MavromatisK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/PandeyKS21,
  author       = {Shalini Pandey and
                  George Karypis and
                  Jaideep Srivastava},
  editor       = {Kamal Karlapalem and
                  Hong Cheng and
                  Naren Ramakrishnan and
                  R. K. Agrawal and
                  P. Krishna Reddy and
                  Jaideep Srivastava and
                  Tanmoy Chakraborty},
  title        = {{IACN:} Influence-Aware and Attention-Based Co-evolutionary Network
                  for Recommendation},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia
                  Conference, {PAKDD} 2021, Virtual Event, May 11-14, 2021, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12713},
  pages        = {561--574},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-75765-6\_45},
  doi          = {10.1007/978-3-030-75765-6\_45},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/PandeyKS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/XianZ0CKMDFK0Z21,
  author       = {Yikun Xian and
                  Tong Zhao and
                  Jin Li and
                  Jim Chan and
                  Andrey Kan and
                  Jun Ma and
                  Xin Luna Dong and
                  Christos Faloutsos and
                  George Karypis and
                  S. Muthukrishnan and
                  Yongfeng Zhang},
  editor       = {Humberto Jes{\'{u}}s Corona Pamp{\'{\i}}n and
                  Martha A. Larson and
                  Martijn C. Willemsen and
                  Joseph A. Konstan and
                  Julian J. McAuley and
                  Jean Garcia{-}Gathright and
                  Bouke Huurnink and
                  Even Oldridge},
  title        = {{EX3:} Explainable Attribute-aware Item-set Recommendations},
  booktitle    = {RecSys '21: Fifteenth {ACM} Conference on Recommender Systems, Amsterdam,
                  The Netherlands, 27 September 2021 - 1 October 2021},
  pages        = {484--494},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3460231.3474240},
  doi          = {10.1145/3460231.3474240},
  timestamp    = {Fri, 25 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/recsys/XianZ0CKMDFK0Z21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SrinivasanZK21,
  author       = {Balasubramaniam Srinivasan and
                  Da Zheng and
                  George Karypis},
  editor       = {Carlotta Demeniconi and
                  Ian Davidson},
  title        = {Learning over Families of Sets - Hypergraph Representation Learning
                  for Higher Order Tasks},
  booktitle    = {Proceedings of the 2021 {SIAM} International Conference on Data Mining,
                  {SDM} 2021, Virtual Event, April 29 - May 1, 2021},
  pages        = {756--764},
  publisher    = {{SIAM}},
  year         = {2021},
  url          = {https://doi.org/10.1137/1.9781611976700.85},
  doi          = {10.1137/1.9781611976700.85},
  timestamp    = {Sat, 21 Aug 2021 11:46:54 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/SrinivasanZK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZhengWGS0K21,
  author       = {Da Zheng and
                  Minjie Wang and
                  Quan Gan and
                  Xiang Song and
                  Zheng Zhang and
                  George Karypis},
  editor       = {Liane Lewin{-}Eytan and
                  David Carmel and
                  Elad Yom{-}Tov and
                  Eugene Agichtein and
                  Evgeniy Gabrilovich},
  title        = {Scalable Graph Neural Networks with Deep Graph Library},
  booktitle    = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
                  and Data Mining, Virtual Event, Israel, March 8-12, 2021},
  pages        = {1141--1142},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3437963.3441663},
  doi          = {10.1145/3437963.3441663},
  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/wsdm/ZhengWGS0K21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-05625,
  author       = {Shalini Pandey and
                  Andrew S. Lan and
                  George Karypis and
                  Jaideep Srivastava},
  title        = {Learning Student Interest Trajectory for MOOCThread Recommendation},
  journal      = {CoRR},
  volume       = {abs/2101.05625},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.05625},
  eprinttype    = {arXiv},
  eprint       = {2101.05625},
  timestamp    = {Fri, 07 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-05625.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06373,
  author       = {Shalini Pandey and
                  George Karypis and
                  Jaideep Srivastava},
  title        = {An Empirical Comparison of Deep Learning Models for Knowledge Tracing
                  on Large-Scale Dataset},
  journal      = {CoRR},
  volume       = {abs/2101.06373},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.06373},
  eprinttype    = {arXiv},
  eprint       = {2101.06373},
  timestamp    = {Fri, 22 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-06373.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-07773,
  author       = {Balasubramaniam Srinivasan and
                  Da Zheng and
                  George Karypis},
  title        = {Learning over Families of Sets - Hypergraph Representation Learning
                  for Higher Order Tasks},
  journal      = {CoRR},
  volume       = {abs/2101.07773},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.07773},
  eprinttype    = {arXiv},
  eprint       = {2101.07773},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-07773.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00113,
  author       = {Yixin Liu and
                  Zhao Li and
                  Shirui Pan and
                  Chen Gong and
                  Chuan Zhou and
                  George Karypis},
  title        = {Anomaly Detection on Attributed Networks via Contrastive Self-Supervised
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2103.00113},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.00113},
  eprinttype    = {arXiv},
  eprint       = {2103.00113},
  timestamp    = {Tue, 13 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-00113.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02866,
  author       = {Shalini Pandey and
                  George Karypis and
                  Jaideep Srivastava},
  title        = {{IACN:} Influence-aware and Attention-based Co-evolutionary Network
                  for Recommendation},
  journal      = {CoRR},
  volume       = {abs/2103.02866},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.02866},
  eprinttype    = {arXiv},
  eprint       = {2103.02866},
  timestamp    = {Mon, 15 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-02866.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-03116,
  author       = {Linfeng Liu and
                  Hoan Nguyen and
                  George Karypis and
                  Srinivasan Sengamedu},
  title        = {Universal Representation for Code},
  journal      = {CoRR},
  volume       = {abs/2103.03116},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.03116},
  eprinttype    = {arXiv},
  eprint       = {2103.03116},
  timestamp    = {Mon, 15 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-03116.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00644,
  author       = {Saurav Manchanda and
                  Da Zheng and
                  George Karypis},
  title        = {Schema-Aware Deep Graph Convolutional Networks for Heterogeneous Graphs},
  journal      = {CoRR},
  volume       = {abs/2105.00644},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.00644},
  eprinttype    = {arXiv},
  eprint       = {2105.00644},
  timestamp    = {Wed, 12 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-00644.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06150,
  author       = {Jialin Dong and
                  Da Zheng and
                  Lin F. Yang and
                  George Karypis},
  title        = {Global Neighbor Sampling for Mixed {CPU-GPU} Training on Giant Graphs},
  journal      = {CoRR},
  volume       = {abs/2106.06150},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.06150},
  eprinttype    = {arXiv},
  eprint       = {2106.06150},
  timestamp    = {Tue, 15 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-06150.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14232,
  author       = {Mufei Li and
                  Jinjing Zhou and
                  Jiajing Hu and
                  Wenxuan Fan and
                  Yangkang Zhang and
                  Yaxin Gu and
                  George Karypis},
  title        = {DGL-LifeSci: An Open-Source Toolkit for Deep Learning on Graphs in
                  Life Science},
  journal      = {CoRR},
  volume       = {abs/2106.14232},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.14232},
  eprinttype    = {arXiv},
  eprint       = {2106.14232},
  timestamp    = {Wed, 30 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-14232.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-00101,
  author       = {Maria Kalantzi and
                  George Karypis},
  title        = {Position-based Hash Embeddings For Scaling Graph Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2109.00101},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.00101},
  eprinttype    = {arXiv},
  eprint       = {2109.00101},
  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-00101.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-02474,
  author       = {Zonghan Wu and
                  Da Zheng and
                  Shirui Pan and
                  Quan Gan and
                  Guodong Long and
                  George Karypis},
  title        = {TraverseNet: Unifying Space and Time in Message Passing},
  journal      = {CoRR},
  volume       = {abs/2109.02474},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.02474},
  eprinttype    = {arXiv},
  eprint       = {2109.02474},
  timestamp    = {Mon, 20 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-02474.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04584,
  author       = {Athanasios N. Nikolakopoulos and
                  Xia Ning and
                  Christian Desrosiers and
                  George Karypis},
  title        = {Trust your neighbors: {A} comprehensive survey of neighborhood-based
                  methods for recommender systems},
  journal      = {CoRR},
  volume       = {abs/2109.04584},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.04584},
  eprinttype    = {arXiv},
  eprint       = {2109.04584},
  timestamp    = {Tue, 21 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-04584.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-05931,
  author       = {Agoritsa Polyzou and
                  Maria Kalantzi and
                  George Karypis},
  title        = {FaiREO: User Group Fairness for Equality of Opportunity in Course
                  Recommendation},
  journal      = {CoRR},
  volume       = {abs/2109.05931},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.05931},
  eprinttype    = {arXiv},
  eprint       = {2109.05931},
  timestamp    = {Tue, 21 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-05931.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-07008,
  author       = {Costas Mavromatis and
                  George Karypis},
  title        = {HeMI: Multi-view Embedding in Heterogeneous Graphs},
  journal      = {CoRR},
  volume       = {abs/2109.07008},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.07008},
  eprinttype    = {arXiv},
  eprint       = {2109.07008},
  timestamp    = {Wed, 22 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-07008.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-11105,
  author       = {Haoyu He and
                  Xingjian Shi and
                  Jonas Mueller and
                  Sheng Zha and
                  Mu Li and
                  George Karypis},
  title        = {Distiller: {A} Systematic Study of Model Distillation Methods in Natural
                  Language Processing},
  journal      = {CoRR},
  volume       = {abs/2109.11105},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.11105},
  eprinttype    = {arXiv},
  eprint       = {2109.11105},
  timestamp    = {Wed, 19 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-11105.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06290,
  author       = {Cole Hawkins and
                  Vassilis N. Ioannidis and
                  Soji Adeshina and
                  George Karypis},
  title        = {Scalable Consistency Training for Graph Neural Networks via Self-Ensemble
                  Self-Distillation},
  journal      = {CoRR},
  volume       = {abs/2110.06290},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.06290},
  eprinttype    = {arXiv},
  eprint       = {2110.06290},
  timestamp    = {Fri, 22 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-06290.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07814,
  author       = {Yanda Chen and
                  Ruiqi Zhong and
                  Sheng Zha and
                  George Karypis and
                  He He},
  title        = {Meta-learning via Language Model In-context Tuning},
  journal      = {CoRR},
  volume       = {abs/2110.07814},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.07814},
  eprinttype    = {arXiv},
  eprint       = {2110.07814},
  timestamp    = {Fri, 22 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-07814.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-13964,
  author       = {Fabio Broccatelli and
                  Richard Trager and
                  Michael Reutlinger and
                  George Karypis and
                  Mufei Li},
  title        = {Benchmarking Accuracy and Generalizability of Four Graph Neural Networks
                  Using Large In Vitro {ADME} Datasets from Different Chemical Spaces},
  journal      = {CoRR},
  volume       = {abs/2111.13964},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.13964},
  eprinttype    = {arXiv},
  eprint       = {2111.13964},
  timestamp    = {Thu, 02 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-13964.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-05785,
  author       = {Costas Mavromatis and
                  Prasanna Lakkur Subramanyam and
                  Vassilis N. Ioannidis and
                  Soji Adeshina and
                  Phillip Ryan Howard and
                  Tetiana Grinberg and
                  Nagib Hakim and
                  George Karypis},
  title        = {TempoQR: Temporal Question Reasoning over Knowledge Graphs},
  journal      = {CoRR},
  volume       = {abs/2112.05785},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.05785},
  eprinttype    = {arXiv},
  eprint       = {2112.05785},
  timestamp    = {Sat, 23 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-05785.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-15345,
  author       = {Da Zheng and
                  Xiang Song and
                  Chengru Yang and
                  Dominique LaSalle and
                  Qidong Su and
                  Minjie Wang and
                  Chao Ma and
                  George Karypis},
  title        = {Distributed Hybrid {CPU} and {GPU} training for Graph Neural Networks
                  on Billion-Scale Graphs},
  journal      = {CoRR},
  volume       = {abs/2112.15345},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.15345},
  eprinttype    = {arXiv},
  eprint       = {2112.15345},
  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-15345.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/NikolakopoulosK20,
  author       = {Athanasios N. Nikolakopoulos and
                  George Karypis},
  title        = {Boosting Item-based Collaborative Filtering via Nearly Uncoupled Random
                  Walks},
  journal      = {{ACM} Trans. Knowl. Discov. Data},
  volume       = {14},
  number       = {6},
  pages        = {64:1--64:26},
  year         = {2020},
  url          = {https://doi.org/10.1145/3406241},
  doi          = {10.1145/3406241},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkdd/NikolakopoulosK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ManchandaK20,
  author       = {Saurav Manchanda and
                  George Karypis},
  title        = {{CAWA:} An Attention-Network for Credit Attribution},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {8472--8479},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i05.6367},
  doi          = {10.1609/AAAI.V34I05.6367},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ManchandaK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PandeyLKS20,
  author       = {Shalini Pandey and
                  Andrew S. Lan and
                  George Karypis and
                  Jaideep Srivastava},
  editor       = {Giuseppe Di Fatta and
                  Victor S. Sheng and
                  Alfredo Cuzzocrea and
                  Carlo Zaniolo and
                  Xindong Wu},
  title        = {Learning Student Interest Trajectory for {MOOC} Thread Recommendation},
  booktitle    = {20th International Conference on Data Mining Workshops, {ICDM} Workshops
                  2020, Sorrento, Italy, November 17-20, 2020},
  pages        = {400--407},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICDMW51313.2020.00062},
  doi          = {10.1109/ICDMW51313.2020.00062},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdm/PandeyLKS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShuiK20,
  author       = {Zeren Shui and
                  George Karypis},
  editor       = {Claudia Plant and
                  Haixun Wang and
                  Alfredo Cuzzocrea and
                  Carlo Zaniolo and
                  Xindong Wu},
  title        = {Heterogeneous Molecular Graph Neural Networks for Predicting Molecule
                  Properties},
  booktitle    = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
                  Sorrento, Italy, November 17-20, 2020},
  pages        = {492--500},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICDM50108.2020.00058},
  doi          = {10.1109/ICDM50108.2020.00058},
  timestamp    = {Wed, 17 Feb 2021 11:24:17 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/ShuiK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/Karypis20,
  author       = {George Karypis},
  title        = {GrAPL 2020 Keynote Speaker Deep Graph Library: Overview, Updates,
                  and Future Developments},
  booktitle    = {2020 {IEEE} International Parallel and Distributed Processing Symposium
                  Workshops, {IPDPSW} 2020, New Orleans, LA, USA, May 18-22, 2020},
  pages        = {201},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/IPDPSW50202.2020.00043},
  doi          = {10.1109/IPDPSW50202.2020.00043},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipps/Karypis20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhengWGZK20,
  author       = {Da Zheng and
                  Minjie Wang and
                  Quan Gan and
                  Zheng Zhang and
                  George Karypis},
  editor       = {Rajesh Gupta and
                  Yan Liu and
                  Jiliang Tang and
                  B. Aditya Prakash},
  title        = {Scalable Graph Neural Networks with Deep Graph Library},
  booktitle    = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
  pages        = {3521--3522},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3394486.3406712},
  doi          = {10.1145/3394486.3406712},
  timestamp    = {Tue, 09 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/ZhengWGZK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/Zheng0WZSSGZK20,
  author       = {Da Zheng and
                  Chao Ma and
                  Minjie Wang and
                  Jinjing Zhou and
                  Qidong Su and
                  Xiang Song and
                  Quan Gan and
                  Zheng Zhang and
                  George Karypis},
  title        = {DistDGL: Distributed Graph Neural Network Training for Billion-Scale
                  Graphs},
  booktitle    = {10th {IEEE/ACM} Workshop on Irregular Applications: Architectures
                  and Algorithms, {IA3} 2020, Atlanta, GA, USA, November 11, 2020},
  pages        = {36--44},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/IA351965.2020.00011},
  doi          = {10.1109/IA351965.2020.00011},
  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/Zheng0WZSSGZK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhengSMTYDXZK20,
  author       = {Da Zheng and
                  Xiang Song and
                  Chao Ma and
                  Zeyuan Tan and
                  Zihao Ye and
                  Jin Dong and
                  Hao Xiong and
                  Zheng Zhang and
                  George Karypis},
  editor       = {Jimmy X. Huang and
                  Yi Chang and
                  Xueqi Cheng and
                  Jaap Kamps and
                  Vanessa Murdock and
                  Ji{-}Rong Wen and
                  Yiqun Liu},
  title        = {{DGL-KE:} Training Knowledge Graph Embeddings at Scale},
  booktitle    = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
                  research and development in Information Retrieval, {SIGIR} 2020, Virtual
                  Event, China, July 25-30, 2020},
  pages        = {739--748},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3397271.3401172},
  doi          = {10.1145/3397271.3401172},
  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigir/ZhengSMTYDXZK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhengWGZK20,
  author       = {Da Zheng and
                  Minjie Wang and
                  Quan Gan and
                  Zheng Zhang and
                  George Karypis},
  editor       = {Amal El Fallah Seghrouchni and
                  Gita Sukthankar and
                  Tie{-}Yan Liu and
                  Maarten van Steen},
  title        = {Learning Graph Neural Networks with Deep Graph Library},
  booktitle    = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24,
                  2020},
  pages        = {305--306},
  publisher    = {{ACM} / {IW3C2}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3366424.3383111},
  doi          = {10.1145/3366424.3383111},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/ZhengWGZK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-05063,
  author       = {Sara Morsy and
                  George Karypis},
  title        = {Context-aware Non-linear and Neural Attentive Knowledge-based Models
                  for Grade Prediction},
  journal      = {CoRR},
  volume       = {abs/2003.05063},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.05063},
  eprinttype    = {arXiv},
  eprint       = {2003.05063},
  timestamp    = {Tue, 17 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-05063.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-08532,
  author       = {Da Zheng and
                  Xiang Song and
                  Chao Ma and
                  Zeyuan Tan and
                  Zihao Ye and
                  Jin Dong and
                  Hao Xiong and
                  Zheng Zhang and
                  George Karypis},
  title        = {{DGL-KE:} Training Knowledge Graph Embeddings at Scale},
  journal      = {CoRR},
  volume       = {abs/2004.08532},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.08532},
  eprinttype    = {arXiv},
  eprint       = {2004.08532},
  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-08532.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-10831,
  author       = {Xiangxiang Zeng and
                  Xiang Song and
                  Tengfei Ma and
                  Xiaoqin Pan and
                  Yadi Zhou and
                  Yuan Hou and
                  Zheng Zhang and
                  George Karypis and
                  Feixiong Cheng},
  title        = {Repurpose Open Data to Discover Therapeutics for {COVID-19} using
                  Deep Learning},
  journal      = {CoRR},
  volume       = {abs/2005.10831},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.10831},
  eprinttype    = {arXiv},
  eprint       = {2005.10831},
  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-10831.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-10261,
  author       = {Vassilis N. Ioannidis and
                  Da Zheng and
                  George Karypis},
  title        = {Few-shot link prediction via graph neural networks for Covid-19 drug-repurposing},
  journal      = {CoRR},
  volume       = {abs/2007.10261},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.10261},
  eprinttype    = {arXiv},
  eprint       = {2007.10261},
  timestamp    = {Tue, 28 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-10261.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-10445,
  author       = {Vassilis N. Ioannidis and
                  Da Zheng and
                  George Karypis},
  title        = {PanRep: Universal node embeddings for heterogeneous graphs},
  journal      = {CoRR},
  volume       = {abs/2007.10445},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.10445},
  eprinttype    = {arXiv},
  eprint       = {2007.10445},
  timestamp    = {Tue, 28 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-10445.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-12731,
  author       = {Colby Wise and
                  Vassilis N. Ioannidis and
                  Miguel Romero Calvo and
                  Xiang Song and
                  George Price and
                  Ninad Kulkarni and
                  Ryan Brand and
                  Parminder Bhatia and
                  George Karypis},
  title        = {{COVID-19} Knowledge Graph: Accelerating Information Retrieval and
                  Discovery for Scientific Literature},
  journal      = {CoRR},
  volume       = {abs/2007.12731},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.12731},
  eprinttype    = {arXiv},
  eprint       = {2007.12731},
  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-12731.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-06946,
  author       = {Costas Mavromatis and
                  George Karypis},
  title        = {Graph InfoClust: Leveraging cluster-level node information for unsupervised
                  graph representation learning},
  journal      = {CoRR},
  volume       = {abs/2009.06946},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.06946},
  eprinttype    = {arXiv},
  eprint       = {2009.06946},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-06946.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-12710,
  author       = {Zeren Shui and
                  George Karypis},
  title        = {Heterogeneous Molecular Graph Neural Networks for Predicting Molecule
                  Properties},
  journal      = {CoRR},
  volume       = {abs/2009.12710},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.12710},
  eprinttype    = {arXiv},
  eprint       = {2009.12710},
  timestamp    = {Wed, 30 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-12710.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05337,
  author       = {Da Zheng and
                  Chao Ma and
                  Minjie Wang and
                  Jinjing Zhou and
                  Qidong Su and
                  Xiang Song and
                  Quan Gan and
                  Zheng Zhang and
                  George Karypis},
  title        = {DistDGL: Distributed Graph Neural Network Training for Billion-Scale
                  Graphs},
  journal      = {CoRR},
  volume       = {abs/2010.05337},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.05337},
  eprinttype    = {arXiv},
  eprint       = {2010.05337},
  timestamp    = {Mon, 26 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-05337.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-11611,
  author       = {Maria Kalantzi and
                  Agoritsa Polyzou and
                  George Karypis},
  title        = {{FERN:} Fair Team Formation for Mutually Beneficial Collaborative
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2011.11611},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.11611},
  eprinttype    = {arXiv},
  eprint       = {2011.11611},
  timestamp    = {Thu, 26 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-11611.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08134,
  author       = {Saurav Manchanda and
                  Mohit Sharma and
                  George Karypis},
  title        = {Distant-Supervised Slot-Filling for E-Commerce Queries},
  journal      = {CoRR},
  volume       = {abs/2012.08134},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.08134},
  eprinttype    = {arXiv},
  eprint       = {2012.08134},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-08134.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/AnastasiuK19,
  author       = {David C. Anastasiu and
                  George Karypis},
  title        = {Parallel cosine nearest neighbor graph construction},
  journal      = {J. Parallel Distributed Comput.},
  volume       = {129},
  pages        = {61--82},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.jpdc.2017.11.016},
  doi          = {10.1016/J.JPDC.2017.11.016},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jpdc/AnastasiuK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiis/SharmaHK19,
  author       = {Mohit Sharma and
                  F. Maxwell Harper and
                  George Karypis},
  title        = {Learning from Sets of Items in Recommender Systems},
  journal      = {{ACM} Trans. Interact. Intell. Syst.},
  volume       = {9},
  number       = {4},
  pages        = {19:1--19:26},
  year         = {2019},
  url          = {https://doi.org/10.1145/3326128},
  doi          = {10.1145/3326128},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tiis/SharmaHK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tlt/PolyzouK19,
  author       = {Agoritsa Polyzou and
                  George Karypis},
  title        = {Feature Extraction for Next-Term Prediction of Poor Student Performance},
  journal      = {{IEEE} Trans. Learn. Technol.},
  volume       = {12},
  number       = {2},
  pages        = {237--248},
  year         = {2019},
  url          = {https://doi.org/10.1109/TLT.2019.2913358},
  doi          = {10.1109/TLT.2019.2913358},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tlt/PolyzouK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ManchandaSK19,
  author       = {Saurav Manchanda and
                  Mohit Sharma and
                  George Karypis},
  editor       = {Wenwu Zhu and
                  Dacheng Tao and
                  Xueqi Cheng and
                  Peng Cui and
                  Elke A. Rundensteiner and
                  David Carmel and
                  Qi He and
                  Jeffrey Xu Yu},
  title        = {Intent Term Weighting in E-commerce Queries},
  booktitle    = {Proceedings of the 28th {ACM} International Conference on Information
                  and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
                  2019},
  pages        = {2345--2348},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3357384.3358151},
  doi          = {10.1145/3357384.3358151},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/ManchandaSK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/MorsyK19,
  author       = {Sara Morsy and
                  George Karypis},
  editor       = {Michel C. Desmarais and
                  Collin F. Lynch and
                  Agathe Merceron and
                  Roger Nkambou},
  title        = {Neural Attentive Knowledge-based Model for Grade Prediction},
  booktitle    = {Proceedings of the 12th International Conference on Educational Data
                  Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2019},
  url          = {https://drive.google.com/file/d/1T4ZPauLtzEajxoDIieJ\_k1EjhK1paIld},
  timestamp    = {Fri, 05 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/MorsyK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PandeyK19,
  author       = {Shalini Pandey and
                  George Karypis},
  editor       = {Michel C. Desmarais and
                  Collin F. Lynch and
                  Agathe Merceron and
                  Roger Nkambou},
  title        = {A Self Attentive model for Knowledge Tracing},
  booktitle    = {Proceedings of the 12th International Conference on Educational Data
                  Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2019},
  url          = {https://drive.google.com/file/d/18d\_X6AXkPMhiHFQ2POarstVbX\_7oMdFM},
  timestamp    = {Fri, 05 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/PandeyK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PolyzouNK19,
  author       = {Agoritsa Polyzou and
                  Athanasios N. Nikolakopoulos and
                  George Karypis},
  editor       = {Michel C. Desmarais and
                  Collin F. Lynch and
                  Agathe Merceron and
                  Roger Nkambou},
  title        = {Scholars Walk: {A} Markov Chain Framework for Course Recommendation},
  booktitle    = {Proceedings of the 12th International Conference on Educational Data
                  Mining, {EDM} 2019, Montr{\'{e}}al, Canada, July 2-5, 2019},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2019},
  url          = {https://drive.google.com/file/d/1nz3kUwBTIw-LDPz-q9\_D\_MjfW3C0BWNF},
  timestamp    = {Fri, 05 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/PolyzouNK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eenergy/PandeyK19,
  author       = {Shalini Pandey and
                  George Karypis},
  title        = {Structured Dictionary Learning for Energy Disaggregation},
  booktitle    = {Proceedings of the Tenth {ACM} International Conference on Future
                  Energy Systems, e-Energy 2019, Phoenix, AZ, USA, June 25-28, 2019},
  pages        = {24--34},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3307772.3328301},
  doi          = {10.1145/3307772.3328301},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eenergy/PandeyK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gc/JakkulaK19,
  author       = {Venkata Rohit Jakkula and
                  George Karypis},
  title        = {Streaming and Batch Algorithms for Truss Decomposition},
  booktitle    = {First International Conference on Graph Computing, {GC} 2019, Laguna
                  Hills, CA, USA, September 25-27, 2019},
  pages        = {51--59},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/GC46384.2019.00016},
  doi          = {10.1109/GC46384.2019.00016},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/gc/JakkulaK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/TomK19,
  author       = {Ancy Sarah Tom and
                  George Karypis},
  title        = {A 2D Parallel Triangle Counting Algorithm for Distributed-Memory Architectures},
  booktitle    = {Proceedings of the 48th International Conference on Parallel Processing,
                  {ICPP} 2019, Kyoto, Japan, August 05-08, 2019},
  pages        = {45:1--45:10},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3337821.3337853},
  doi          = {10.1145/3337821.3337853},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icpp/TomK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/MorsyK19,
  author       = {Sara Morsy and
                  George Karypis},
  title        = {A Study on Curriculum Planning and Its Relationship with Graduation
                  {GPA} and Time To Degree},
  booktitle    = {Proceedings of the 9th International Conference on Learning Analytics
                  {\&} Knowledge, {LAK} 2019, Tempe, AZ, USA, March 4-8, 2019},
  pages        = {26--35},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3303772.3303783},
  doi          = {10.1145/3303772.3303783},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lak/MorsyK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/ElbadrawyK19,
  author       = {Asmaa Elbadrawy and
                  George Karypis},
  title        = {{UPM:} Discovering Course Enrollment Sequences Associated with Success},
  booktitle    = {Proceedings of the 9th International Conference on Learning Analytics
                  {\&} Knowledge, {LAK} 2019, Tempe, AZ, USA, March 4-8, 2019},
  pages        = {373--382},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3303772.3303799},
  doi          = {10.1145/3303772.3303799},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lak/ElbadrawyK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lats/KaurPK19,
  author       = {Prableen Kaur and
                  Agoritsa Polyzou and
                  George Karypis},
  title        = {Causal Inference in Higher Education: Building Better Curriculums},
  booktitle    = {Proceedings of the Sixth {ACM} Conference on Learning @ Scale, L@S
                  2019, Chicago, IL, USA, June 24-25, 2019},
  pages        = {49:1--49:4},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3330430.3333663},
  doi          = {10.1145/3330430.3333663},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/lats/KaurPK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/NikolakopoulosB19,
  author       = {Athanasios N. Nikolakopoulos and
                  Dimitris Berberidis and
                  George Karypis and
                  Georgios B. Giannakis},
  editor       = {Toine Bogers and
                  Alan Said and
                  Peter Brusilovsky and
                  Domonkos Tikk},
  title        = {Personalized diffusions for top-n recommendation},
  booktitle    = {Proceedings of the 13th {ACM} Conference on Recommender Systems, RecSys
                  2019, Copenhagen, Denmark, September 16-20, 2019},
  pages        = {260--268},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3298689.3346985},
  doi          = {10.1145/3298689.3346985},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/recsys/NikolakopoulosB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/NikolakopoulosK19,
  author       = {Athanasios N. Nikolakopoulos and
                  George Karypis},
  editor       = {J. Shane Culpepper and
                  Alistair Moffat and
                  Paul N. Bennett and
                  Kristina Lerman},
  title        = {RecWalk: Nearly Uncoupled Random Walks for Top-N Recommendation},
  booktitle    = {Proceedings of the Twelfth {ACM} International Conference on Web Search
                  and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
                  11-15, 2019},
  pages        = {150--158},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3289600.3291016},
  doi          = {10.1145/3289600.3291016},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/wsdm/NikolakopoulosK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SharmaK19,
  author       = {Mohit Sharma and
                  George Karypis},
  editor       = {Ling Liu and
                  Ryen W. White and
                  Amin Mantrach and
                  Fabrizio Silvestri and
                  Julian J. McAuley and
                  Ricardo Baeza{-}Yates and
                  Leila Zia},
  title        = {Adaptive matrix completion for the users and the items in tail},
  booktitle    = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
                  May 13-17, 2019},
  pages        = {3223--3229},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3308558.3313736},
  doi          = {10.1145/3308558.3313736},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/SharmaK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dsaa/2019,
  editor       = {Lisa Singh and
                  Richard D. De Veaux and
                  George Karypis and
                  Francesco Bonchi and
                  Jennifer Hill},
  title        = {2019 {IEEE} International Conference on Data Science and Advanced
                  Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://ieeexplore.ieee.org/xpl/conhome/8961324/proceeding},
  isbn         = {978-1-7281-4493-1},
  timestamp    = {Thu, 06 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dsaa/2019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2019,
  editor       = {Ankur Teredesai and
                  Vipin Kumar and
                  Ying Li and
                  R{\'{o}}mer Rosales and
                  Evimaria Terzi and
                  George Karypis},
  title        = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
                  USA, August 4-8, 2019},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3292500},
  doi          = {10.1145/3292500},
  isbn         = {978-1-4503-6201-6},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/2019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-06725,
  author       = {Saurav Manchanda and
                  George Karypis},
  title        = {Distributed representation of multi-sense words: {A} loss-driven approach},
  journal      = {CoRR},
  volume       = {abs/1904.06725},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.06725},
  eprinttype    = {arXiv},
  eprint       = {1904.06725},
  timestamp    = {Thu, 25 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-06725.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-06730,
  author       = {Saurav Manchanda and
                  George Karypis},
  title        = {Text segmentation on multilabel documents: {A} distant-supervised
                  approach},
  journal      = {CoRR},
  volume       = {abs/1904.06730},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.06730},
  eprinttype    = {arXiv},
  eprint       = {1904.06730},
  timestamp    = {Thu, 25 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-06730.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-11798,
  author       = {Sara Morsy and
                  George Karypis},
  title        = {Will this Course Increase or Decrease Your GPA? Towards Grade-aware
                  Course Recommendation},
  journal      = {CoRR},
  volume       = {abs/1904.11798},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.11798},
  eprinttype    = {arXiv},
  eprint       = {1904.11798},
  timestamp    = {Thu, 02 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-11798.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-11799,
  author       = {Mohit Sharma and
                  Jiayu Zhou and
                  Junling Hu and
                  George Karypis},
  title        = {Feature-based factorized Bilinear Similarity Model for Cold-Start
                  Top-n Item Recommendation},
  journal      = {CoRR},
  volume       = {abs/1904.11799},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.11799},
  eprinttype    = {arXiv},
  eprint       = {1904.11799},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-11799.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-11800,
  author       = {Mohit Sharma and
                  George Karypis},
  title        = {Adaptive Matrix Completion for the Users and the Items in Tail},
  journal      = {CoRR},
  volume       = {abs/1904.11800},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.11800},
  eprinttype    = {arXiv},
  eprint       = {1904.11800},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-11800.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-11858,
  author       = {Sara Morsy and
                  George Karypis},
  title        = {Sparse Neural Attentive Knowledge-based Models for Grade Prediction},
  journal      = {CoRR},
  volume       = {abs/1904.11858},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.11858},
  eprinttype    = {arXiv},
  eprint       = {1904.11858},
  timestamp    = {Thu, 02 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-11858.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12643,
  author       = {Mohit Sharma and
                  F. Maxwell Harper and
                  George Karypis},
  title        = {Learning from Sets of Items in Recommender Systems},
  journal      = {CoRR},
  volume       = {abs/1904.12643},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.12643},
  eprinttype    = {arXiv},
  eprint       = {1904.12643},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-12643.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00792,
  author       = {Agoritsa Polyzou and
                  George Karypis},
  title        = {Grade prediction with course and student specific models},
  journal      = {CoRR},
  volume       = {abs/1906.00792},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.00792},
  eprinttype    = {arXiv},
  eprint       = {1906.00792},
  timestamp    = {Thu, 13 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-00792.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06581,
  author       = {Shalini Pandey and
                  George Karypis},
  title        = {Structured Dictionary Learning for Energy Disaggregation},
  journal      = {CoRR},
  volume       = {abs/1907.06581},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.06581},
  eprinttype    = {arXiv},
  eprint       = {1907.06581},
  timestamp    = {Wed, 17 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-06581.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06837,
  author       = {Shalini Pandey and
                  George Karypis},
  title        = {A Self-Attentive model for Knowledge Tracing},
  journal      = {CoRR},
  volume       = {abs/1907.06837},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.06837},
  eprinttype    = {arXiv},
  eprint       = {1907.06837},
  timestamp    = {Tue, 23 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-06837.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-09575,
  author       = {Ancy Sarah Tom and
                  George Karypis},
  title        = {A 2D Parallel Triangle Counting Algorithm for Distributed-Memory Architectures},
  journal      = {CoRR},
  volume       = {abs/1907.09575},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.09575},
  eprinttype    = {arXiv},
  eprint       = {1907.09575},
  timestamp    = {Tue, 30 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-09575.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-08564,
  author       = {Saurav Manchanda and
                  Mohit Sharma and
                  George Karypis},
  title        = {Intent term selection and refinement in e-commerce queries},
  journal      = {CoRR},
  volume       = {abs/1908.08564},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.08564},
  eprinttype    = {arXiv},
  eprint       = {1908.08564},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-08564.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-10550,
  author       = {Venkata Rohit Jakkula and
                  George Karypis},
  title        = {Streaming and Batch Algorithms for Truss Decomposition},
  journal      = {CoRR},
  volume       = {abs/1908.10550},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.10550},
  eprinttype    = {arXiv},
  eprint       = {1908.10550},
  timestamp    = {Thu, 29 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-10550.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03579,
  author       = {Athanasios N. Nikolakopoulos and
                  George Karypis},
  title        = {Boosting Item-based Collaborative Filtering via Nearly Uncoupled Random
                  Walks},
  journal      = {CoRR},
  volume       = {abs/1909.03579},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.03579},
  eprinttype    = {arXiv},
  eprint       = {1909.03579},
  timestamp    = {Tue, 17 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-03579.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11358,
  author       = {Saurav Manchanda and
                  George Karypis},
  title        = {{CAWA:} An Attention-Network for Credit Attribution},
  journal      = {CoRR},
  volume       = {abs/1911.11358},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.11358},
  eprinttype    = {arXiv},
  eprint       = {1911.11358},
  timestamp    = {Tue, 03 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-11358.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhpca/IversonK18,
  author       = {Jeremy Iverson and
                  George Karypis},
  title        = {A virtual memory manager optimized for node-level cooperative multi-tasking
                  in memory constrained systems},
  journal      = {Int. J. High Perform. Comput. Appl.},
  volume       = {32},
  number       = {5},
  pages        = {744--759},
  year         = {2018},
  url          = {https://doi.org/10.1177/1094342017690975},
  doi          = {10.1177/1094342017690975},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijhpca/IversonK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/SmithPK18,
  author       = {Shaden Smith and
                  Jongsoo Park and
                  George Karypis},
  title        = {{HPC} formulations of optimization algorithms for tensor completion},
  journal      = {Parallel Comput.},
  volume       = {74},
  pages        = {99--117},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.parco.2017.11.002},
  doi          = {10.1016/J.PARCO.2017.11.002},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pc/SmithPK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/SinghDZBBFJKOVZ18,
  author       = {Lisa Singh and
                  Amol Deshpande and
                  Wenchao Zhou and
                  Arindam Banerjee and
                  Alex J. Bowers and
                  Sorelle A. Friedler and
                  H. V. Jagadish and
                  George Karypis and
                  Zoran Obradovic and
                  Anil Vullikanti and
                  Wangda Zuo},
  title        = {{NSF} {BIGDATA} {PI} Meeting - Domain-Specific Research Directions
                  and Data Sets},
  journal      = {{SIGMOD} Rec.},
  volume       = {47},
  number       = {3},
  pages        = {32--35},
  year         = {2018},
  url          = {https://doi.org/10.1145/3316416.3316425},
  doi          = {10.1145/3316416.3316425},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigmod/SinghDZBBFJKOVZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/PolyzouK18,
  author       = {Agoritsa Polyzou and
                  George Karypis},
  editor       = {Kristy Elizabeth Boyer and
                  Michael Yudelson},
  title        = {Feature extraction for classifying students based on their academic
                  performance},
  booktitle    = {Proceedings of the 11th International Conference on Educational Data
                  Mining, {EDM} 2018, Buffalo, NY, USA, July 15-18, 2018},
  publisher    = {International Educational Data Mining Society {(IEDMS)}},
  year         = {2018},
  url          = {http://educationaldatamining.org/files/conferences/EDM2018/papers/EDM2018\_paper\_124.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/edm/PolyzouK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ManchandaK18,
  author       = {Saurav Manchanda and
                  George Karypis},
  title        = {Text Segmentation on Multilabel Documents: {A} Distant-Supervised
                  Approach},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
                  November 17-20, 2018},
  pages        = {1170--1175},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/ICDM.2018.00154},
  doi          = {10.1109/ICDM.2018.00154},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdm/ManchandaK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Christakopoulou18a,
  author       = {Evangelia Christakopoulou and
                  George Karypis},
  editor       = {Yike Guo and
                  Faisal Farooq},
  title        = {Local Latent Space Models for Top-N Recommendation},
  booktitle    = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
                  August 19-23, 2018},
  pages        = {1235--1243},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3219819.3220112},
  doi          = {10.1145/3219819.3220112},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/Christakopoulou18a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ManchandaK18,
  author       = {Saurav Manchanda and
                  George Karypis},
  editor       = {Dinh Q. Phung and
                  Vincent S. Tseng and
                  Geoffrey I. Webb and
                  Bao Ho and
                  Mohadeseh Ganji and
                  Lida Rashidi},
  title        = {Distributed Representation of Multi-sense Words: {A} Loss Driven Approach},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia
                  Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,
                  Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10938},
  pages        = {337--349},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-93037-4\_27},
  doi          = {10.1007/978-3-319-93037-4\_27},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/ManchandaK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SmithHSK18,
  author       = {Shaden Smith and
                  Kejun Huang and
                  Nicholas D. Sidiropoulos and
                  George Karypis},
  editor       = {Martin Ester and
                  Dino Pedreschi},
  title        = {Streaming Tensor Factorization for Infinite Data Sources},
  booktitle    = {Proceedings of the 2018 {SIAM} International Conference on Data Mining,
                  {SDM} 2018, May 3-5, 2018, San Diego Marriott Mission Valley, San
                  Diego, CA, {USA}},
  pages        = {81--89},
  publisher    = {{SIAM}},
  year         = {2018},
  url          = {https://doi.org/10.1137/1.9781611975321.10},
  doi          = {10.1137/1.9781611975321.10},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/SmithHSK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Karypis18,
  author       = {George Karypis},
  editor       = {Pierre{-}Antoine Champin and
                  Fabien Gandon and
                  Mounia Lalmas and
                  Panagiotis G. Ipeirotis},
  title        = {Recent Advances in Recommender Systems: Sets, Local Models, Coverage,
                  and Errors},
  booktitle    = {Companion of the The Web Conference 2018 on The Web Conference 2018,
                  {WWW} 2018, Lyon , France, April 23-27, 2018},
  pages        = {1369},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3184558.3191588},
  doi          = {10.1145/3184558.3191588},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/Karypis18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/ws/18/ChristakopoulouSSRAK18,
  author       = {Evangelia Christakopoulou and
                  Shaden Smith and
                  Mohit Sharma and
                  Alex Richards and
                  David C. Anastasiu and
                  George Karypis},
  editor       = {Shlomo Berkovsky and
                  Iv{\'{a}}n Cantador and
                  Domonkos Tikk},
  title        = {Scalability and Distribution of Collaborative Recommenders},
  booktitle    = {Collaborative Recommendations - Algorithms, Practical Challenges and
                  Applications},
  pages        = {369--404},
  publisher    = {WorldScientific},
  year         = {2018},
  url          = {https://doi.org/10.1142/9789813275355\_0011},
  doi          = {10.1142/9789813275355\_0011},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/ws/18/ChristakopoulouSSRAK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/ZhaoK18,
  author       = {Ying Zhao and
                  George Karypis},
  editor       = {Ling Liu and
                  M. Tamer {\"{O}}zsu},
  title        = {Document Clustering},
  booktitle    = {Encyclopedia of Database Systems, Second Edition},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-1-4614-8265-9\_1479},
  doi          = {10.1007/978-1-4614-8265-9\_1479},
  timestamp    = {Mon, 18 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/reference/db/ZhaoK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-07379,
  author       = {Zhuliu Li and
                  Raphael Petegrosso and
                  Shaden Smith and
                  David Sterling and
                  George Karypis and
                  Rui Kuang},
  title        = {Scalable Label Propagation for Multi-relational Learning on Tensor
                  Product Graph},
  journal      = {CoRR},
  volume       = {abs/1802.07379},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.07379},
  eprinttype    = {arXiv},
  eprint       = {1802.07379},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-07379.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/AnastasiuK17,
  author       = {David C. Anastasiu and
                  George Karypis},
  title        = {Efficient identification of Tanimoto nearest neighbors},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {4},
  number       = {3},
  pages        = {153--172},
  year         = {2017},
  url          = {https://doi.org/10.1007/s41060-017-0064-z},
  doi          = {10.1007/S41060-017-0064-Z},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/AnastasiuK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/AlmutairiSK17,
  author       = {Faisal M. Almutairi and
                  Nicholas D. Sidiropoulos and
                  George Karypis},
  title        = {Context-Aware Recommendation-Based Learning Analytics Using Tensor
                  and Coupled Matrix Factorization},
  journal      = {{IEEE} J. Sel. Top. Signal Process.},
  volume       = {11},
  number       = {5},
  pages        = {729--741},
  year         = {2017},
  url          = {https://doi.org/10.1109/JSTSP.2017.2705581},
  doi          = {10.1109/JSTSP.2017.2705581},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jstsp/AlmutairiSK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/HuPKR17,
  author       = {Qian Hu and
                  Agoritsa Polyzou and
                  George Karypis and
                  Huzefa Rangwala},
  title        = {Enriching Course-Specific Regression Models with Content Features
                  for Grade Prediction},
  booktitle    = {2017 {IEEE} International Conference on Data Science and Advanced
                  Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
  pages        = {504--513},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/DSAA.2017.74},
  doi          = {10.1109/DSAA.2017.74},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dsaa/HuPKR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/SmithK17,
  author       = {Shaden Smith and
                  George Karypis},
  editor       = {Francisco F. Rivera and
                  Tom{\'{a}}s F. Pena and
                  Jos{\'{e}} Carlos Cabaleiro},
  title        = {Accelerating the Tucker Decomposition with Compressed Sparse Tensors},
  booktitle    = {Euro-Par 2017: Parallel Processing - 23rd International Conference
                  on Parallel and Distributed Computing, Santiago de Compostela, Spain,
                  August 28 - September 1, 2017, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10417},
  pages        = {653--668},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-64203-1\_47},
  doi          = {10.1007/978-3-319-64203-1\_47},
  timestamp    = {Tue, 14 May 2019 10:00:46 +0200},
  biburl       = {https://dblp.org/rec/conf/europar/SmithK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/SmithLATPK17,
  author       = {Shaden Smith and
                  Xing Liu and
                  Nesreen K. Ahmed and
                  Ancy Sarah Tom and
                  Fabrizio Petrini and
                  George Karypis},
  title        = {Truss decomposition on shared-memory parallel systems},
  booktitle    = {2017 {IEEE} High Performance Extreme Computing Conference, {HPEC}
                  2017, Waltham, MA, USA, September 12-14, 2017},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/HPEC.2017.8091049},
  doi          = {10.1109/HPEC.2017.8091049},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hpec/SmithLATPK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpec/TomSASEKHPK17,
  author       = {Ancy Sarah Tom and
                  Narayanan Sundaram and
                  Nesreen K. Ahmed and
                  Shaden Smith and
                  Stijn Eyerman and
                  Midhunchandra Kodiyath and
                  Ibrahim Hur and
                  Fabrizio Petrini and
                  George Karypis},
  title        = {Exploring optimizations on shared-memory platforms for parallel triangle
                  counting algorithms},
  booktitle    = {2017 {IEEE} High Performance Extreme Computing Conference, {HPEC}
                  2017, Waltham, MA, USA, September 12-14, 2017},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/HPEC.2017.8091054},
  doi          = {10.1109/HPEC.2017.8091054},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hpec/TomSASEKHPK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/SmithBK17,
  author       = {Shaden Smith and
                  Alec Beri and
                  George Karypis},
  title        = {Constrained Tensor Factorization with Accelerated {AO-ADMM}},
  booktitle    = {46th International Conference on Parallel Processing, {ICPP} 2017,
                  Bristol, United Kingdom, August 14-17, 2017},
  pages        = {111--120},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICPP.2017.20},
  doi          = {10.1109/ICPP.2017.20},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpp/SmithBK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/SmithPK17,
  author       = {Shaden Smith and
                  Jongsoo Park and
                  George Karypis},
  title        = {Sparse Tensor Factorization on Many-Core Processors with High-Bandwidth
                  Memory},
  booktitle    = {2017 {IEEE} International Parallel and Distributed Processing Symposium,
                  {IPDPS} 2017, Orlando, FL, USA, May 29 - June 2, 2017},
  pages        = {1058--1067},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/IPDPS.2017.84},
  doi          = {10.1109/IPDPS.2017.84},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/SmithPK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Karypis17,
  author       = {George Karypis},
  editor       = {Paolo Cremonesi and
                  Francesco Ricci and
                  Shlomo Berkovsky and
                  Alexander Tuzhilin},
  title        = {Improving Higher Education: Learning Analytics {\&} Recommender
                  Systems Research},
  booktitle    = {Proceedings of the Eleventh {ACM} Conference on Recommender Systems,
                  RecSys 2017, Como, Italy, August 27-31, 2017},
  pages        = {2},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3109859.3109870},
  doi          = {10.1145/3109859.3109870},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/recsys/Karypis17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MorsyK17,
  author       = {Sara Morsy and
                  George Karypis},
  editor       = {Nitesh V. Chawla and
                  Wei Wang},
  title        = {Cumulative Knowledge-based Regression Models for Next-term Grade Prediction},
  booktitle    = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
                  Houston, Texas, USA, April 27-29, 2017},
  pages        = {552--560},
  publisher    = {{SIAM}},
  year         = {2017},
  url          = {https://doi.org/10.1137/1.9781611974973.62},
  doi          = {10.1137/1.9781611974973.62},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/MorsyK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bigdata/2017,
  editor       = {George Karypis and
                  Jia Zhang},
  title        = {2017 {IEEE} International Congress on Big Data, BigData Congress 2017,
                  Honolulu, HI, USA, June 25-30, 2017},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://ieeexplore.ieee.org/xpl/conhome/8027154/proceeding},
  isbn         = {978-1-5386-1996-4},
  timestamp    = {Wed, 16 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdata/2017.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2017,
  editor       = {Vijay Raghavan and
                  Srinivas Aluru and
                  George Karypis and
                  Lucio Miele and
                  Xindong Wu},
  title        = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
                  New Orleans, LA, USA, November 18-21, 2017},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://ieeexplore.ieee.org/xpl/conhome/8211002/proceeding},
  isbn         = {978-1-5386-3835-4},
  timestamp    = {Wed, 16 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdm/2017.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2017w,
  editor       = {Raju Gottumukkala and
                  Xia Ning and
                  Guozhu Dong and
                  Vijay Raghavan and
                  Srinivas Aluru and
                  George Karypis and
                  Lucio Miele and
                  Xindong Wu},
  title        = {2017 {IEEE} International Conference on Data Mining Workshops, {ICDM}
                  Workshops 2017, New Orleans, LA, USA, November 18-21, 2017},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://ieeexplore.ieee.org/xpl/conhome/8211022/proceeding},
  isbn         = {978-1-5386-3800-2},
  timestamp    = {Wed, 16 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdm/2017w.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/ElbadrawyPRSKR16,
  author       = {Asmaa Elbadrawy and
                  Agoritsa Polyzou and
                  Zhiyun Ren and
                  Mackenzie Sweeney and
                  George Karypis and
                  Huzefa Rangwala},
  title        = {Predicting Student Performance Using Personalized Analytics},
  journal      = {Computer},
  volume       = {49},
  number       = {4},
  pages        = {61--69},
  year         = {2016},
  url          = {https://doi.org/10.1109/MC.2016.119},
  doi          = {10.1109/MC.2016.119},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/computer/ElbadrawyPRSKR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/PolyzouK16,
  author       = {Agoritsa Polyzou and
                  George Karypis},
  title        = {Grade prediction with models specific to students and courses},
  journal      = {Int. J. Data Sci. Anal.},
  volume       = {2},
  number       = {3-4},
  pages        = {159--171},
  year         = {2016},
  url          = {https://doi.org/10.1007/s41060-016-0024-z},
  doi          = {10.1007/S41060-016-0024-Z},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijdsa/PolyzouK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/MorsyK16,
  author       = {Sara Morsy and
                  George Karypis},
  title        = {Accounting for Language Changes Over Time in Document Similarity Search},
  journal      = {{ACM} Trans. Inf. Syst.},
  volume       = {35},
  number       = {1},
  pages        = {1:1--1:26},
  year         = {2016},
  url          = {https://doi.org/10.1145/2934671},
  doi          = {10.1145/2934671},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tois/MorsyK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AnastasiuK16,
  author       = {David C. Anastasiu and
                  George Karypis},
  title        = {Efficient Identification of Tanimoto Nearest Neighbors},
  booktitle    = {2016 {IEEE} International Conference on Data Science and Advanced
                  Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
  pages        = {156--165},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/DSAA.2016.23},
  doi          = {10.1109/DSAA.2016.23},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dsaa/AnastasiuK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/LaSalleK16,
  author       = {Dominique LaSalle and
                  George Karypis},
  title        = {A Parallel Hill-Climbing Refinement Algorithm for Graph Partitioning},
  booktitle    = {45th International Conference on Parallel Processing, {ICPP} 2016,
                  Philadelphia, PA, USA, August 16-19, 2016},
  pages        = {236--241},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/ICPP.2016.34},
  doi          = {10.1109/ICPP.2016.34},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpp/LaSalleK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/SmithK16,
  author       = {Shaden Smith and
                  George Karypis},
  title        = {A Medium-Grained Algorithm for Sparse Tensor Factorization},
  booktitle    = {2016 {IEEE} International Parallel and Distributed Processing Symposium,
                  {IPDPS} 2016, Chicago, IL, USA, May 23-27, 2016},
  pages        = {902--911},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/IPDPS.2016.113},
  doi          = {10.1109/IPDPS.2016.113},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/SmithK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/PolyzouK16,
  author       = {Agoritsa Polyzou and
                  George Karypis},
  editor       = {James Bailey and
                  Latifur Khan and
                  Takashi Washio and
                  Gillian Dobbie and
                  Joshua Zhexue Huang and
                  Ruili Wang},
  title        = {Grade Prediction with Course and Student Specific Models},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia
                  Conference, {PAKDD} 2016, Auckland, New Zealand, April 19-22, 2016,
                  Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9651},
  pages        = {89--101},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-31753-3\_8},
  doi          = {10.1007/978-3-319-31753-3\_8},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/pakdd/PolyzouK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Christakopoulou16,
  author       = {Evangelia Christakopoulou and
                  George Karypis},
  editor       = {Shilad Sen and
                  Werner Geyer and
                  Jill Freyne and
                  Pablo Castells},
  title        = {Local Item-Item Models For Top-N Recommendation},
  booktitle    = {Proceedings of the 10th {ACM} Conference on Recommender Systems, Boston,
                  MA, USA, September 15-19, 2016},
  pages        = {67--74},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2959100.2959185},
  doi          = {10.1145/2959100.2959185},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/recsys/Christakopoulou16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ElbadrawyK16,
  author       = {Asmaa Elbadrawy and
                  George Karypis},
  editor       = {Shilad Sen and
                  Werner Geyer and
                  Jill Freyne and
                  Pablo Castells},
  title        = {Domain-Aware Grade Prediction and Top-n Course Recommendation},
  booktitle    = {Proceedings of the 10th {ACM} Conference on Recommender Systems, Boston,
                  MA, USA, September 15-19, 2016},
  pages        = {183--190},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2959100.2959133},
  doi          = {10.1145/2959100.2959133},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/recsys/ElbadrawyK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/AnastasiuK16,
  author       = {David C. Anastasiu and
                  George Karypis},
  title        = {Fast Parallel Cosine K-Nearest Neighbor Graph Construction},
  booktitle    = {6th Workshop on Irregular Applications: Architecture and Algorithms,
                  IA3@SC 2016, Salt Lake City, UT, USA, November 13, 2016},
  pages        = {50--53},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/IA3.2016.013},
  doi          = {10.1109/IA3.2016.013},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/AnastasiuK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/SmithPK16,
  author       = {Shaden Smith and
                  Jongsoo Park and
                  George Karypis},
  editor       = {John West and
                  Cherri M. Pancake},
  title        = {An exploration of optimization algorithms for high performance tensor
                  completion},
  booktitle    = {Proceedings of the International Conference for High Performance Computing,
                  Networking, Storage and Analysis, {SC} 2016, Salt Lake City, UT, USA,
                  November 13-18, 2016},
  pages        = {359--371},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/SC.2016.30},
  doi          = {10.1109/SC.2016.30},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/SmithPK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bigdataconf/2016,
  editor       = {James Joshi and
                  George Karypis and
                  Ling Liu and
                  Xiaohua Hu and
                  Ronay Ak and
                  Yinglong Xia and
                  Weijia Xu and
                  Aki{-}Hiro Sato and
                  Sudarsan Rachuri and
                  Lyle H. Ungar and
                  Philip S. Yu and
                  Rama Govindaraju and
                  Toyotaro Suzumura},
  title        = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
                  Washington DC, USA, December 5-8, 2016},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://ieeexplore.ieee.org/xpl/conhome/7818133/proceeding},
  isbn         = {978-1-4673-9005-7},
  timestamp    = {Fri, 19 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/2016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/LaSalleK15,
  author       = {Dominique LaSalle and
                  George Karypis},
  title        = {Multi-threaded modularity based graph clustering using the multilevel
                  paradigm},
  journal      = {J. Parallel Distributed Comput.},
  volume       = {76},
  pages        = {66--80},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.jpdc.2014.09.012},
  doi          = {10.1016/J.JPDC.2014.09.012},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jpdc/LaSalleK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/IversonKK15,
  author       = {Jeremy Iverson and
                  Chandrika Kamath and
                  George Karypis},
  title        = {Evaluation of connected-component labeling algorithms for distributed-memory
                  systems},
  journal      = {Parallel Comput.},
  volume       = {44},
  pages        = {53--68},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.parco.2015.02.005},
  doi          = {10.1016/J.PARCO.2015.02.005},
  timestamp    = {Fri, 06 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pc/IversonKK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ElbadrawyK15,
  author       = {Asmaa Elbadrawy and
                  George Karypis},
  title        = {User-Specific Feature-Based Similarity Models for Top-\emph{n} Recommendation
                  of New Items},
  journal      = {{ACM} Trans. Intell. Syst. Technol.},
  volume       = {6},
  number       = {3},
  pages        = {33:1--33:20},
  year         = {2015},
  url          = {https://doi.org/10.1145/2700495},
  doi          = {10.1145/2700495},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tist/ElbadrawyK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/AhmedK15,
  author       = {Rezwan Ahmed and
                  George Karypis},
  title        = {Algorithms for Mining the Coevolving Relational Motifs in Dynamic
                  Networks},
  journal      = {{ACM} Trans. Knowl. Discov. Data},
  volume       = {10},
  number       = {1},
  pages        = {4:1--4:31},
  year         = {2015},
  url          = {https://doi.org/10.1145/2733380},
  doi          = {10.1145/2733380},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkdd/AhmedK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AnastasiuK15,
  author       = {David C. Anastasiu and
                  George Karypis},
  editor       = {James Bailey and
                  Alistair Moffat and
                  Charu C. Aggarwal and
                  Maarten de Rijke and
                  Ravi Kumar and
                  Vanessa Murdock and
                  Timos K. Sellis and
                  Jeffrey Xu Yu},
  title        = {L2Knng: Fast Exact K-Nearest Neighbor Graph Construction with L2-Norm
                  Pruning},
  booktitle    = {Proceedings of the 24th {ACM} International Conference on Information
                  and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
                  October 19 - 23, 2015},
  pages        = {791--800},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2806416.2806534},
  doi          = {10.1145/2806416.2806534},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/AnastasiuK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/LaSalleK15,
  author       = {Dominique LaSalle and
                  George Karypis},
  editor       = {Jesper Larsson Tr{\"{a}}ff and
                  Sascha Hunold and
                  Francesco Versaci},
  title        = {Efficient Nested Dissection for Multicore Architectures},
  booktitle    = {Euro-Par 2015: Parallel Processing - 21st International Conference
                  on Parallel and Distributed Computing, Vienna, Austria, August 24-28,
                  2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9233},
  pages        = {467--478},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-662-48096-0\_36},
  doi          = {10.1007/978-3-662-48096-0\_36},
  timestamp    = {Sun, 12 Nov 2023 02:07:45 +0100},
  biburl       = {https://dblp.org/rec/conf/europar/LaSalleK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AnastasiuyRTK15,
  author       = {David C. Anastasiu and
                  Al Mamunur Rashid and
                  Andrea Tagarelli and
                  George Karypis},
  editor       = {Johannes Gehrke and
                  Wolfgang Lehner and
                  Kyuseok Shim and
                  Sang Kyun Cha and
                  Guy M. Lohman},
  title        = {Understanding computer usage evolution},
  booktitle    = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,
                  Seoul, South Korea, April 13-17, 2015},
  pages        = {1549--1560},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICDE.2015.7113424},
  doi          = {10.1109/ICDE.2015.7113424},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/AnastasiuyRTK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/SmithRSK15,
  author       = {Shaden Smith and
                  Niranjay Ravindran and
                  Nicholas D. Sidiropoulos and
                  George Karypis},
  title        = {{SPLATT:} Efficient and Parallel Sparse Tensor-Matrix Multiplication},
  booktitle    = {2015 {IEEE} International Parallel and Distributed Processing Symposium,
                  {IPDPS} 2015, Hyderabad, India, May 25-29, 2015},
  pages        = {61--70},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/IPDPS.2015.27},
  doi          = {10.1109/IPDPS.2015.27},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/SmithRSK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lak/ElbadrawySK15,
  author       = {Asmaa Elbadrawy and
                  R. Scott Studham and
                  George Karypis},
  editor       = {Josh Baron and
                  Grace Lynch and
                  Nicole Maziarz and
                  Paulo Blikstein and
                  Agathe Merceron and
                  George Siemens},
  title        = {Collaborative multi-regression models for predicting students' performance
                  in course activities},
  booktitle    = {Proceedings of the Fifth International Conference on Learning Analytics
                  And Knowledge, {LAK} '15, Poughkeepsie, NY, USA, March 16-20, 2015},
  pages        = {103--107},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2723576.2723590},
  doi          = {10.1145/2723576.2723590},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/lak/ElbadrawySK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/premi/NingK15,
  author       = {Xia Ning and
                  George Karypis},
  editor       = {Marzena Kryszkiewicz and
                  Sanghamitra Bandyopadhyay and
                  Henryk Rybinski and
                  Sankar K. Pal},
  title        = {Recent Advances in Recommender Systems and Future Directions},
  booktitle    = {Pattern Recognition and Machine Intelligence - 6th International Conference,
                  PReMI 2015, Warsaw, Poland, June 30 - July 3, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9124},
  pages        = {3--9},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-19941-2\_1},
  doi          = {10.1007/978-3-319-19941-2\_1},
  timestamp    = {Thu, 14 Oct 2021 10:46:31 +0200},
  biburl       = {https://dblp.org/rec/conf/premi/NingK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pvm/IversonK15,
  author       = {Jeremy Iverson and
                  George Karypis},
  editor       = {Jack J. Dongarra and
                  Alexandre Denis and
                  Brice Goglin and
                  Emmanuel Jeannot and
                  Guillaume Mercier},
  title        = {A Memory Management System Optimized for BDMPI's Memory and Execution
                  Model},
  booktitle    = {Proceedings of the 22nd European {MPI} Users' Group Meeting, EuroMPI
                  2015, Bordeaux, France, September 21-23, 2015},
  pages        = {2:1--2:10},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2802658.2802666},
  doi          = {10.1145/2802658.2802666},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pvm/IversonK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/SmithK15,
  author       = {Shaden Smith and
                  George Karypis},
  editor       = {Antonino Tumeo and
                  John Feo and
                  Oreste Villa},
  title        = {Tensor-matrix products with a compressed sparse tensor},
  booktitle    = {Proceedings of the 5th Workshop on Irregular Applications - Architectures
                  and Algorithms, {IA3} 2015, Austin, Texas, USA, November 15, 2015},
  pages        = {5:1--5:7},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2833179.2833183},
  doi          = {10.1145/2833179.2833183},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/SmithK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/AnastasiuK15,
  author       = {David C. Anastasiu and
                  George Karypis},
  editor       = {Antonino Tumeo and
                  John Feo and
                  Oreste Villa},
  title        = {{PL2AP:} fast parallel cosine similarity search},
  booktitle    = {Proceedings of the 5th Workshop on Irregular Applications - Architectures
                  and Algorithms, {IA3} 2015, Austin, Texas, USA, November 15, 2015},
  pages        = {8:1--8:8},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2833179.2833182},
  doi          = {10.1145/2833179.2833182},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/AnastasiuK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/LaSallePSSDK15,
  author       = {Dominique LaSalle and
                  Md. Mostofa Ali Patwary and
                  Nadathur Satish and
                  Narayanan Sundaram and
                  Pradeep Dubey and
                  George Karypis},
  editor       = {Antonino Tumeo and
                  John Feo and
                  Oreste Villa},
  title        = {Improving graph partitioning for modern graphs and architectures},
  booktitle    = {Proceedings of the 5th Workshop on Irregular Applications - Architectures
                  and Algorithms, {IA3} 2015, Austin, Texas, USA, November 15, 2015},
  pages        = {14:1--14:4},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2833179.2833188},
  doi          = {10.1145/2833179.2833188},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/LaSallePSSDK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SharmaZHK15,
  author       = {Mohit Sharma and
                  Jiayu Zhou and
                  Junling Hu and
                  George Karypis},
  editor       = {Suresh Venkatasubramanian and
                  Jieping Ye},
  title        = {Feature-based factorized Bilinear Similarity Model for Cold-Start
                  Top-\emph{n} Item Recommendation},
  booktitle    = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
                  Vancouver, BC, Canada, April 30 - May 2, 2015},
  pages        = {190--198},
  publisher    = {{SIAM}},
  year         = {2015},
  url          = {https://doi.org/10.1137/1.9781611974010.22},
  doi          = {10.1137/1.9781611974010.22},
  timestamp    = {Wed, 16 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/SharmaZHK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/sp/NingDK15,
  author       = {Xia Ning and
                  Christian Desrosiers and
                  George Karypis},
  editor       = {Francesco Ricci and
                  Lior Rokach and
                  Bracha Shapira},
  title        = {A Comprehensive Survey of Neighborhood-Based Recommendation Methods},
  booktitle    = {Recommender Systems Handbook},
  pages        = {37--76},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-1-4899-7637-6\_2},
  doi          = {10.1007/978-1-4899-7637-6\_2},
  timestamp    = {Tue, 21 Mar 2023 21:16:16 +0100},
  biburl       = {https://dblp.org/rec/reference/sp/NingDK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/LaSalleK14,
  author       = {Dominique LaSalle and
                  George Karypis},
  title        = {{MPI} for Big Data: New tricks for an old dog},
  journal      = {Parallel Comput.},
  volume       = {40},
  number       = {10},
  pages        = {754--767},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.parco.2014.07.003},
  doi          = {10.1016/J.PARCO.2014.07.003},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pc/LaSalleK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/RavindranSSK14,
  author       = {Niranjay Ravindran and
                  Nicholas D. Sidiropoulos and
                  Shaden Smith and
                  George Karypis},
  editor       = {Michael B. Matthews},
  title        = {Memory-efficient parallel computation of tensor and matrix products
                  for big tensor decomposition},
  booktitle    = {48th Asilomar Conference on Signals, Systems and Computers, {ACSSC}
                  2014, Pacific Grove, CA, USA, November 2-5, 2014},
  pages        = {581--585},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ACSSC.2014.7094512},
  doi          = {10.1109/ACSSC.2014.7094512},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acssc/RavindranSSK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/YangYK14,
  author       = {Fan Yang and
                  Xiaohui Yu and
                  George Karypis},
  editor       = {Huiru Jane Zheng and
                  Werner Dubitzky and
                  Xiaohua Hu and
                  Jin{-}Kao Hao and
                  Daniel P. Berrar and
                  Kwang{-}Hyun Cho and
                  Yadong Wang and
                  David R. Gilbert},
  title        = {Signaling adverse drug reactions with novel feature-based similarity
                  model},
  booktitle    = {2014 {IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2014, Belfast, United Kingdom, November 2-5, 2014},
  pages        = {593--596},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/BIBM.2014.6999227},
  doi          = {10.1109/BIBM.2014.6999227},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/YangYK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cts/MyottNCKW14,
  author       = {William Myott and
                  Thao Nguyen and
                  Abhishek Chandra and
                  George Karypis and
                  Jon B. Weissman},
  title        = {Opportunities for data-driven cloud-based mobile optimization},
  booktitle    = {2014 International Conference on Collaboration Technologies and Systems,
                  {CTS} 2014, Minneapolis, MN, USA, May 19-23, 2014},
  pages        = {483--487},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/CTS.2014.6867611},
  doi          = {10.1109/CTS.2014.6867611},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cts/MyottNCKW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/YuKMGGCKK014,
  author       = {Philip S. Yu and
                  Masaru Kitsuregawa and
                  Hiroshi Motoda and
                  Bart Goethals and
                  Minyi Guo and
                  Longbing Cao and
                  George Karypis and
                  Irwin King and
                  Wei Wang},
  title        = {Welcome from {DSAA} 2014 chairs},
  booktitle    = {International Conference on Data Science and Advanced Analytics, {DSAA}
                  2014, Shanghai, China, October 30 - November 1, 2014},
  pages        = {9--10},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/DSAA.2014.7058034},
  doi          = {10.1109/DSAA.2014.7058034},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dsaa/YuKMGGCKK014.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AnastasiuK14,
  author       = {David C. Anastasiu and
                  George Karypis},
  editor       = {Isabel F. Cruz and
                  Elena Ferrari and
                  Yufei Tao and
                  Elisa Bertino and
                  Goce Trajcevski},
  title        = {{L2AP:} Fast cosine similarity search with prefix {L-2} norm bounds},
  booktitle    = {{IEEE} 30th International Conference on Data Engineering, Chicago,
                  {ICDE} 2014, IL, USA, March 31 - April 4, 2014},
  pages        = {784--795},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICDE.2014.6816700},
  doi          = {10.1109/ICDE.2014.6816700},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icde/AnastasiuK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KabburK14,
  author       = {Santosh Kabbur and
                  George Karypis},
  editor       = {Zhi{-}Hua Zhou and
                  Wei Wang and
                  Ravi Kumar and
                  Hannu Toivonen and
                  Jian Pei and
                  Joshua Zhexue Huang and
                  Xindong Wu},
  title        = {{NLMF:} NonLinear Matrix Factorization Methods for Top-N Recommender
                  Systems},
  booktitle    = {2014 {IEEE} International Conference on Data Mining Workshops, {ICDM}
                  Workshops 2014, Shenzhen, China, December 14, 2014},
  pages        = {167--174},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICDMW.2014.108},
  doi          = {10.1109/ICDMW.2014.108},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/KabburK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ChristakopoulouK14,
  author       = {Evangelia Christakopoulou and
                  George Karypis},
  editor       = {Vincent S. Tseng and
                  Tu Bao Ho and
                  Zhi{-}Hua Zhou and
                  Arbee L. P. Chen and
                  Hung{-}Yu Kao},
  title        = {{HOSLIM:} Higher-Order Sparse LInear Method for Top-N Recommender
                  Systems},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
                  Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8444},
  pages        = {38--49},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-06605-9\_4},
  doi          = {10.1007/978-3-319-06605-9\_4},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/ChristakopoulouK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/fpm14/AnastasiuISK14,
  author       = {David C. Anastasiu and
                  Jeremy Iverson and
                  Shaden Smith and
                  George Karypis},
  editor       = {Charu C. Aggarwal and
                  Jiawei Han},
  title        = {Big Data Frequent Pattern Mining},
  booktitle    = {Frequent Pattern Mining},
  pages        = {225--259},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-07821-2\_10},
  doi          = {10.1007/978-3-319-07821-2\_10},
  timestamp    = {Wed, 25 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/fpm14/AnastasiuISK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/TagarelliK13,
  author       = {Andrea Tagarelli and
                  George Karypis},
  title        = {A segment-based approach to clustering multi-topic documents},
  journal      = {Knowl. Inf. Syst.},
  volume       = {34},
  number       = {3},
  pages        = {563--595},
  year         = {2013},
  url          = {https://doi.org/10.1007/s10115-012-0556-z},
  doi          = {10.1007/S10115-012-0556-Z},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kais/TagarelliK13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/DeRonneK13,
  author       = {Kevin W. DeRonne and
                  George Karypis},
  title        = {Pareto Optimal Pairwise Sequence Alignment},
  journal      = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
  volume       = {10},
  number       = {2},
  pages        = {481--493},
  year         = {2013},
  url          = {https://doi.org/10.1109/TCBB.2013.2},
  doi          = {10.1109/TCBB.2013.2},
  timestamp    = {Mon, 03 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcbb/DeRonneK13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/AnastasiuGJK13,
  author       = {David C. Anastasiu and
                  Byron J. Gao and
                  Xing Jiang and
                  George Karypis},
  title        = {A novel two-box search paradigm for query disambiguation},
  journal      = {World Wide Web},
  volume       = {16},
  number       = {1},
  pages        = {1--29},
  year         = {2013},
  url          = {https://doi.org/10.1007/s11280-011-0154-0},
  doi          = {10.1007/S11280-011-0154-0},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/www/AnastasiuGJK13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/InterdonatoRTK13,
  author       = {Roberto Interdonato and
                  Salvatore Romeo and
                  Andrea Tagarelli and
                  George Karypis},
  title        = {A Versatile Graph-Based Approach to Package Recommendation},
  booktitle    = {25th {IEEE} International Conference on Tools with Artificial Intelligence,
                  {ICTAI} 2013, Herndon, VA, USA, November 4-6, 2013},
  pages        = {857--864},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICTAI.2013.130},
  doi          = {10.1109/ICTAI.2013.130},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ictai/InterdonatoRTK13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/LasalleK13,
  author       = {Dominique Lasalle and
                  George Karypis},
  title        = {Multi-threaded Graph Partitioning},
  booktitle    = {27th {IEEE} International Symposium on Parallel and Distributed Processing,
                  {IPDPS} 2013, Cambridge, MA, USA, May 20-24, 2013},
  pages        = {225--236},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/IPDPS.2013.50},
  doi          = {10.1109/IPDPS.2013.50},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/LasalleK13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KabburNK13,
  author       = {Santosh Kabbur and
                  Xia Ning and
                  George Karypis},
  editor       = {Inderjit S. Dhillon and
                  Yehuda Koren and
                  Rayid Ghani and
                  Ted E. Senator and
                  Paul Bradley and
                  Rajesh Parekh and
                  Jingrui He and
                  Robert L. Grossman and
                  Ramasamy Uthurusamy},
  title        = {{FISM:} factored item similarity models for top-N recommender systems},
  booktitle    = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
                  and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
  pages        = {659--667},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2487575.2487589},
  doi          = {10.1145/2487575.2487589},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/KabburNK13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/JiangK13,
  author       = {Zhonghua Jiang and
                  George Karypis},
  editor       = {Jian Pei and
                  Vincent S. Tseng and
                  Longbing Cao and
                  Hiroshi Motoda and
                  Guandong Xu},
  title        = {{AREM:} {A} Novel Associative Regression Model Based on {EM} Algorithm},
  booktitle    = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
                  Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
                  Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7818},
  pages        = {459--470},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-37453-1\_38},
  doi          = {10.1007/978-3-642-37453-1\_38},
  timestamp    = {Wed, 06 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/JiangK13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/LaSalleK13,
  author       = {Dominique LaSalle and
                  George Karypis},
  editor       = {Xian{-}He Sun and
                  Yong Chen and
                  Philip C. Roth},
  title        = {{BDMPI:} conquering BigData with small clusters using {MPI}},
  booktitle    = {Proceedings of the 2013 International Workshop on Data-Intensive Scalable
                  Computing Systems, {DISCS} 2013, Denver, Colorado, USA, November 18,
                  2013},
  pages        = {19--24},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2534645.2534652},
  doi          = {10.1145/2534645.2534652},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/LaSalleK13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal13/AnastasiuTK13,
  author       = {David C. Anastasiu and
                  Andrea Tagarelli and
                  George Karypis},
  editor       = {Charu C. Aggarwal and
                  Chandan K. Reddy},
  title        = {Document Clustering: The Next Frontier},
  booktitle    = {Data Clustering: Algorithms and Applications},
  pages        = {305--338},
  publisher    = {{CRC} Press},
  year         = {2013},
  timestamp    = {Thu, 12 Mar 2020 11:24:04 +0100},
  biburl       = {https://dblp.org/rec/books/crc/aggarwal13/AnastasiuTK13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2013,
  editor       = {Hui Xiong and
                  George Karypis and
                  Bhavani Thuraisingham and
                  Diane J. Cook and
                  Xindong Wu},
  title        = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
                  TX, USA, December 7-10, 2013},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://ieeexplore.ieee.org/xpl/conhome/6724379/proceeding},
  isbn         = {978-0-7695-5108-1},
  timestamp    = {Wed, 29 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdm/2013.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2013w,
  editor       = {Wei Ding and
                  Takashi Washio and
                  Hui Xiong and
                  George Karypis and
                  Bhavani Thuraisingham and
                  Diane J. Cook and
                  Xindong Wu},
  title        = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM}
                  Workshops, TX, USA, December 7-10, 2013},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://ieeexplore.ieee.org/xpl/conhome/6732242/proceeding},
  isbn         = {978-0-7695-5109-8},
  timestamp    = {Wed, 29 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icdm/2013w.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2013bio,
  editor       = {Gaurav Pandey and
                  Huzefa Rangwala and
                  George Karypis and
                  Jake Yue Chen and
                  Mohammed Javeed Zaki},
  title        = {Proceedings of the 12th International Workshop on Data Mining in Bioinformatics,
                  BioKDD 2013, Chicago, IL, USA, August 11, 2013},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {http://dl.acm.org/citation.cfm?id=2500863},
  isbn         = {978-1-4503-2327-7},
  timestamp    = {Sun, 15 Sep 2013 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/2013bio.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/recsys/2013,
  editor       = {Qiang Yang and
                  Irwin King and
                  Qing Li and
                  Pearl Pu and
                  George Karypis},
  title        = {Seventh {ACM} Conference on Recommender Systems, RecSys '13, Hong
                  Kong, China, October 12-16, 2013},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {http://dl.acm.org/citation.cfm?id=2507157},
  isbn         = {978-1-4503-2409-0},
  timestamp    = {Wed, 14 Mar 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/recsys/2013.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhuangKNHS12,
  author       = {Fuzhen Zhuang and
                  George Karypis and
                  Xia Ning and
                  Qing He and
                  Zhongzhi Shi},
  title        = {Multi-view learning via probabilistic latent semantic analysis},
  journal      = {Inf. Sci.},
  volume       = {199},
  pages        = {20--30},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.ins.2012.02.058},
  doi          = {10.1016/J.INS.2012.02.058},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/ZhuangKNHS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/NingWK12,
  author       = {Xia Ning and
                  Michael A. Walters and
                  George Karypis},
  title        = {Improved Machine Learning Models for Predicting Selective Compounds},
  journal      = {J. Chem. Inf. Model.},
  volume       = {52},
  number       = {1},
  pages        = {38--50},
  year         = {2012},
  url          = {https://doi.org/10.1021/ci200346b},
  doi          = {10.1021/CI200346B},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcisd/NingWK12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/NingWK12a,
  author       = {Xia Ning and
                  Michael A. Walters and
                  George Karypis},
  title        = {Improved Machine Learning Models for Predicting Selective Compounds},
  journal      = {J. Chem. Inf. Model.},
  volume       = {52},
  number       = {5},
  pages        = {1411},
  year         = {2012},
  url          = {https://doi.org/10.1021/ci300201j},
  doi          = {10.1021/CI300201J},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcisd/NingWK12a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/AhmedK12,
  author       = {Rezwan Ahmed and
                  George Karypis},
  title        = {Algorithms for mining the evolution of conserved relational states
                  in dynamic networks},
  journal      = {Knowl. Inf. Syst.},
  volume       = {33},
  number       = {3},
  pages        = {603--630},
  year         = {2012},
  url          = {https://doi.org/10.1007/s10115-012-0537-2},
  doi          = {10.1007/S10115-012-0537-2},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kais/AhmedK12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/KauffmanK12,
  author       = {Christopher Kauffman and
                  George Karypis},
  title        = {Computational tools for protein-DNA interactions},
  journal      = {WIREs Data Mining Knowl. Discov.},
  volume       = {2},
  number       = {1},
  pages        = {14--28},
  year         = {2012},
  url          = {https://doi.org/10.1002/widm.48},
  doi          = {10.1002/WIDM.48},
  timestamp    = {Fri, 21 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/widm/KauffmanK12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/IversonKK12,
  author       = {Jeremy Iverson and
                  Chandrika Kamath and
                  George Karypis},
  editor       = {Christos Kaklamanis and
                  Theodore S. Papatheodorou and
                  Paul G. Spirakis},
  title        = {Fast and Effective Lossy Compression Algorithms for Scientific Datasets},
  booktitle    = {Euro-Par 2012 Parallel Processing - 18th International Conference,
                  Euro-Par 2012, Rhodes Island, Greece, August 27-31, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7484},
  pages        = {843--856},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-32820-6\_83},
  doi          = {10.1007/978-3-642-32820-6\_83},
  timestamp    = {Fri, 06 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/europar/IversonKK12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/NingK12,
  author       = {Xia Ning and
                  George Karypis},
  editor       = {Padraig Cunningham and
                  Neil J. Hurley and
                  Ido Guy and
                  Sarabjot Singh Anand},
  title        = {Sparse linear methods with side information for top-n recommendations},
  booktitle    = {Sixth {ACM} Conference on Recommender Systems, RecSys '12, Dublin,
                  Ireland, September 9-13, 2012},
  pages        = {155--162},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2365952.2365983},
  doi          = {10.1145/2365952.2365983},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/recsys/NingK12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sebd/PontiTK12,
  author       = {Giovanni Ponti and
                  Andrea Tagarelli and
                  George Karypis},
  editor       = {Nicola Ferro and
                  Letizia Tanca},
  title        = {Topic Modeling for Segment-based Documents},
  booktitle    = {Twentieth Italian Symposium on Advanced Database Systems, {SEBD} 2012,
                  Venice, Italy, June 24-27, 2012, Proceedings},
  pages        = {205--212},
  publisher    = {Edizioni Libreria Progetto, Padova, Italy},
  year         = {2012},
  url          = {http://sebd2012.dei.unipd.it/documents/188475/7116b4fb-200e-437b-a877-abaf217ddab1},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sebd/PontiTK12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/NingK12,
  author       = {Xia Ning and
                  George Karypis},
  editor       = {Alain Mille and
                  Fabien Gandon and
                  Jacques Misselis and
                  Michael Rabinovich and
                  Steffen Staab},
  title        = {Sparse linear methods with side information for Top-N recommendations},
  booktitle    = {Proceedings of the 21st World Wide Web Conference, {WWW} 2012, Lyon,
                  France, April 16-20, 2012 (Companion Volume)},
  pages        = {581--582},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2187980.2188137},
  doi          = {10.1145/2187980.2188137},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/NingK12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/adma/2012,
  editor       = {Shuigeng Zhou and
                  Songmao Zhang and
                  George Karypis},
  title        = {Advanced Data Mining and Applications, 8th International Conference,
                  {ADMA} 2012, Nanjing, China, December 15-18, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7713},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-35527-1},
  doi          = {10.1007/978-3-642-35527-1},
  isbn         = {978-3-642-35526-4},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/adma/2012.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/NingWK11,
  author       = {Xia Ning and
                  Michael A. Walters and
                  George Karypis},
  editor       = {Robert Grossman and
                  Andrey Rzhetsky and
                  Sun Kim and
                  Wei Wang},
  title        = {Improved machine learning models for predicting selective compounds},
  booktitle    = {{ACM} International Conference on Bioinformatics, Computational Biology
                  and Biomedicine, BCB' 11, Chicago, IL, {USA} - July 31 - August 03,
                  2011},
  pages        = {106--115},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/2147805.2147817},
  doi          = {10.1145/2147805.2147817},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bcb/NingWK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/JiangK11,
  author       = {Zhonghua Jiang and
                  George Karypis},
  editor       = {Robert Grossman and
                  Andrey Rzhetsky and
                  Sun Kim and
                  Wei Wang},
  title        = {Automatic detection of vaccine adverse reactions by incorporating
                  historical medical conditions},
  booktitle    = {{ACM} International Conference on Bioinformatics, Computational Biology
                  and Biomedicine, BCB' 11, Chicago, IL, {USA} - July 31 - August 03,
                  2011},
  pages        = {547--549},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/2147805.2147896},
  doi          = {10.1145/2147805.2147896},
  timestamp    = {Wed, 06 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bcb/JiangK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/PontiTK11,
  author       = {Giovanni Ponti and
                  Andrea Tagarelli and
                  George Karypis},
  editor       = {Tapio Elomaa and
                  Jaakko Hollm{\'{e}}n and
                  Heikki Mannila},
  title        = {A Statistical Model for Topically Segmented Documents},
  booktitle    = {Discovery Science - 14th International Conference, {DS} 2011, Espoo,
                  Finland, October 5-7, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6926},
  pages        = {247--261},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-24477-3\_21},
  doi          = {10.1007/978-3-642-24477-3\_21},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/PontiTK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/AhmedK11,
  author       = {Rezwan Ahmed and
                  George Karypis},
  editor       = {Diane J. Cook and
                  Jian Pei and
                  Wei Wang and
                  Osmar R. Za{\"{\i}}ane and
                  Xindong Wu},
  title        = {Algorithms for Mining the Evolution of Conserved Relational States
                  in Dynamic Networks},
  booktitle    = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
                  Vancouver, BC, Canada, December 11-14, 2011},
  pages        = {1--10},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICDM.2011.20},
  doi          = {10.1109/ICDM.2011.20},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/AhmedK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NingK11,
  author       = {Xia Ning and
                  George Karypis},
  editor       = {Diane J. Cook and
                  Jian Pei and
                  Wei Wang and
                  Osmar R. Za{\"{\i}}ane and
                  Xindong Wu},
  title        = {{SLIM:} Sparse Linear Methods for Top-N Recommender Systems},
  booktitle    = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
                  Vancouver, BC, Canada, December 11-14, 2011},
  pages        = {497--506},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/ICDM.2011.134},
  doi          = {10.1109/ICDM.2011.134},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/NingK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/rsh/DesrosiersK11,
  author       = {Christian Desrosiers and
                  George Karypis},
  editor       = {Francesco Ricci and
                  Lior Rokach and
                  Bracha Shapira and
                  Paul B. Kantor},
  title        = {A Comprehensive Survey of Neighborhood-based Recommendation Methods},
  booktitle    = {Recommender Systems Handbook},
  pages        = {107--144},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-0-387-85820-3\_4},
  doi          = {10.1007/978-0-387-85820-3\_4},
  timestamp    = {Mon, 16 Sep 2019 15:22:30 +0200},
  biburl       = {https://dblp.org/rec/reference/rsh/DesrosiersK11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/parallel/Karypis11,
  author       = {George Karypis},
  editor       = {David A. Padua},
  title        = {{METIS} and ParMETIS},
  booktitle    = {Encyclopedia of Parallel Computing},
  pages        = {1117--1124},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-0-387-09766-4\_500},
  doi          = {10.1007/978-0-387-09766-4\_500},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/parallel/Karypis11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcb/AhmedRK10,
  author       = {Rezwan Ahmed and
                  Huzefa Rangwala and
                  George Karypis},
  title        = {Toptmh: Topology Predictor for transmembrane alpha-helices},
  journal      = {J. Bioinform. Comput. Biol.},
  volume       = {8},
  number       = {1},
  pages        = {39--57},
  year         = {2010},
  url          = {https://doi.org/10.1142/S0219720010004501},
  doi          = {10.1142/S0219720010004501},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jbcb/AhmedRK10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/PodolyanWK10,
  author       = {Yevgeniy Podolyan and
                  Michael A. Walters and
                  George Karypis},
  title        = {Assessing Synthetic Accessibility of Chemical Compounds Using Machine
                  Learning Methods},
  journal      = {J. Chem. Inf. Model.},
  volume       = {50},
  number       = {6},
  pages        = {979--991},
  year         = {2010},
  url          = {https://doi.org/10.1021/ci900301v},
  doi          = {10.1021/CI900301V},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcisd/PodolyanWK10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KabburHK10,
  author       = {Santosh Kabbur and
                  Eui{-}Hong Han and
                  George Karypis},
  editor       = {Geoffrey I. Webb and
                  Bing Liu and
                  Chengqi Zhang and
                  Dimitrios Gunopulos and
                  Xindong Wu},
  title        = {Content-Based Methods for Predicting Web-Site Demographic Attributes},
  booktitle    = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
                  Sydney, Australia, 14-17 December 2010},
  pages        = {863--868},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/ICDM.2010.97},
  doi          = {10.1109/ICDM.2010.97},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/KabburHK10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/KarypisAB10,
  author       = {George Karypis and
                  Srinivas Aluru and
                  David A. Bader},
  title        = {Message from the workshop chairs},
  booktitle    = {24th {IEEE} International Symposium on Parallel and Distributed Processing,
                  {IPDPS} 2010, Atlanta, Georgia, USA, 19-23 April 2010 - Workshop Proceedings},
  pages        = {1--2},
  publisher    = {{IEEE}},
  year         = {2010},
  url          = {https://doi.org/10.1109/IPDPSW.2010.5470902},
  doi          = {10.1109/IPDPSW.2010.5470902},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/KarypisAB10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlg/DesrosiersK10,
  author       = {Christian Desrosiers and
                  George Karypis},
  editor       = {Ulf Brefeld and
                  Lise Getoor and
                  Sofus A. Macskassy},
  title        = {Enhancing link-based similarity through the use of non-numerical labels
                  and prior information},
  booktitle    = {Proceedings of the Eighth Workshop on Mining and Learning with Graphs,
                  {MLG} '10, Washington, D.C., USA, July 24-25, 2010},
  pages        = {26--33},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1830252.1830256},
  doi          = {10.1145/1830252.1830256},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/mlg/DesrosiersK10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/DesrosiersK10,
  author       = {Christian Desrosiers and
                  George Karypis},
  editor       = {Byoung{-}Tak Zhang and
                  Mehmet A. Orgun},
  title        = {A Novel Approach to Compute Similarities and Its Application to Item
                  Recommendation},
  booktitle    = {{PRICAI} 2010: Trends in Artificial Intelligence, 11th Pacific Rim
                  International Conference on Artificial Intelligence, Daegu, Korea,
                  August 30-September 2, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6230},
  pages        = {39--51},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15246-7\_7},
  doi          = {10.1007/978-3-642-15246-7\_7},
  timestamp    = {Tue, 14 May 2019 10:00:46 +0200},
  biburl       = {https://dblp.org/rec/conf/pricai/DesrosiersK10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/NingK10,
  author       = {Xia Ning and
                  George Karypis},
  editor       = {Masashi Sugiyama and
                  Qiang Yang},
  title        = {Multi-task Learning for Recommender System},
  booktitle    = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
                  2010, Tokyo, Japan, November 8-10, 2010},
  series       = {{JMLR} Proceedings},
  volume       = {13},
  pages        = {269--284},
  publisher    = {JMLR.org},
  year         = {2010},
  url          = {http://proceedings.mlr.press/v13/ning10a.html},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/NingK10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ads/WaleNK10,
  author       = {Nikil Wale and
                  Xia Ning and
                  George Karypis},
  editor       = {Charu C. Aggarwal and
                  Haixun Wang},
  title        = {Trends in Chemical Graph Data Mining},
  booktitle    = {Managing and Mining Graph Data},
  series       = {Advances in Database Systems},
  volume       = {40},
  pages        = {581--606},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-1-4419-6045-0\_19},
  doi          = {10.1007/978-1-4419-6045-0\_19},
  timestamp    = {Tue, 16 May 2017 14:24:24 +0200},
  biburl       = {https://dblp.org/rec/series/ads/WaleNK10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/ZhaoK10,
  author       = {Ying Zhao and
                  George Karypis},
  editor       = {Claude Sammut and
                  Geoffrey I. Webb},
  title        = {Document Clustering},
  booktitle    = {Encyclopedia of Machine Learning},
  pages        = {293--298},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-0-387-30164-8\_231},
  doi          = {10.1007/978-0-387-30164-8\_231},
  timestamp    = {Mon, 18 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/reference/ml/ZhaoK10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/KauffmanK09,
  author       = {Christopher Kauffman and
                  George Karypis},
  title        = {{LIBRUS:} combined machine learning and homology information for sequence-based
                  ligand-binding residue prediction},
  journal      = {Bioinform.},
  volume       = {25},
  number       = {23},
  pages        = {3099--3107},
  year         = {2009},
  url          = {https://doi.org/10.1093/bioinformatics/btp561},
  doi          = {10.1093/BIOINFORMATICS/BTP561},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/KauffmanK09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/RangwalaKK09,
  author       = {Huzefa Rangwala and
                  Christopher Kauffman and
                  George Karypis},
  title        = {\emph{svm}PRAT: SVM-based Protein Residue Annotation Toolkit},
  journal      = {{BMC} Bioinform.},
  volume       = {10},
  pages        = {439},
  year         = {2009},
  url          = {https://doi.org/10.1186/1471-2105-10-439},
  doi          = {10.1186/1471-2105-10-439},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bmcbi/RangwalaKK09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/WangZZKA09,
  author       = {Jianyong Wang and
                  Yuzhou Zhang and
                  Lizhu Zhou and
                  George Karypis and
                  Charu C. Aggarwal},
  title        = {{CONTOUR:} an efficient algorithm for discovering discriminating subsequences},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {18},
  number       = {1},
  pages        = {1--29},
  year         = {2009},
  url          = {https://doi.org/10.1007/s10618-008-0100-7},
  doi          = {10.1007/S10618-008-0100-7},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/WangZZKA09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/PodolyanK09,
  author       = {Yevgeniy Podolyan and
                  George Karypis},
  title        = {Common Pharmacophore Identification Using Frequent Clique Detection
                  Algorithm},
  journal      = {J. Chem. Inf. Model.},
  volume       = {49},
  number       = {1},
  pages        = {13--21},
  year         = {2009},
  url          = {https://doi.org/10.1021/ci8002478},
  doi          = {10.1021/CI8002478},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcisd/PodolyanK09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/WaleK09,
  author       = {Nikil Wale and
                  George Karypis},
  title        = {Target Fishing for Chemical Compounds Using Target-Ligand Activity
                  Data and Ranking Based Methods},
  journal      = {J. Chem. Inf. Model.},
  volume       = {49},
  number       = {10},
  pages        = {2190--2201},
  year         = {2009},
  url          = {https://doi.org/10.1021/ci9000376},
  doi          = {10.1021/CI9000376},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcisd/WaleK09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/NingRK09,
  author       = {Xia Ning and
                  Huzefa Rangwala and
                  George Karypis},
  title        = {Multi-Assay-Based Structure-Activity Relationship Models: Improving
                  Structure-Activity Relationship Models by Incorporating Activity Information
                  from Related Targets},
  journal      = {J. Chem. Inf. Model.},
  volume       = {49},
  number       = {11},
  pages        = {2444--2456},
  year         = {2009},
  url          = {https://doi.org/10.1021/ci900182q},
  doi          = {10.1021/CI900182Q},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcisd/NingRK09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/RangwalaKK09,
  author       = {Huzefa Rangwala and
                  Christopher Kauffman and
                  George Karypis},
  editor       = {Thanaruk Theeramunkong and
                  Boonserm Kijsirikul and
                  Nick Cercone and
                  Tu Bao Ho},
  title        = {A Kernel Framework for Protein Residue Annotation},
  booktitle    = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
                  Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5476},
  pages        = {439--451},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-01307-2\_40},
  doi          = {10.1007/978-3-642-01307-2\_40},
  timestamp    = {Fri, 25 Dec 2020 01:15:13 +0100},
  biburl       = {https://dblp.org/rec/conf/pakdd/RangwalaKK09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DesrosiersK09,
  author       = {Christian Desrosiers and
                  George Karypis},
  editor       = {Wray L. Buntine and
                  Marko Grobelnik and
                  Dunja Mladenic and
                  John Shawe{-}Taylor},
  title        = {Within-Network Classification Using Local Structure Similarity},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases, European Conference,
                  {ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5781},
  pages        = {260--275},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04180-8\_34},
  doi          = {10.1007/978-3-642-04180-8\_34},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/DesrosiersK09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NingK09,
  author       = {Xia Ning and
                  George Karypis},
  title        = {The Set Classification Problem and Solution Methods},
  booktitle    = {Proceedings of the {SIAM} International Conference on Data Mining,
                  {SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
  pages        = {847--858},
  publisher    = {{SIAM}},
  year         = {2009},
  url          = {https://doi.org/10.1137/1.9781611972795.73},
  doi          = {10.1137/1.9781611972795.73},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/NingK09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/tf/09/KamathWKPKRSBKPY09,
  author       = {Chandrika Kamath and
                  Nikil Wale and
                  George Karypis and
                  Gaurav Pandey and
                  Vipin Kumar and
                  Krishna Rajan and
                  Nagiza F. Samatova and
                  Paul Breimyer and
                  Guruprasad Kora and
                  Chongle Pan and
                  Srikanth B. Yoginath},
  editor       = {Arie Shoshani and
                  Doron Rotem},
  title        = {Scientific Data Analysis},
  booktitle    = {Scientific Data Management - Challenges, Technology, and Deployment},
  series       = {Chapman and Hall / {CRC} computational science series},
  publisher    = {{CRC} Press / Taylor {\&} Francis},
  year         = {2009},
  url          = {https://doi.org/10.1201/9781420069815-c8},
  doi          = {10.1201/9781420069815-C8},
  timestamp    = {Fri, 06 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/tf/09/KamathWKPKRSBKPY09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/db/ZhaoK09,
  author       = {Ying Zhao and
                  George Karypis},
  editor       = {Ling Liu and
                  M. Tamer {\"{O}}zsu},
  title        = {Document Clustering},
  booktitle    = {Encyclopedia of Database Systems},
  pages        = {933--937},
  publisher    = {Springer {US}},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-0-387-39940-9\_1479},
  doi          = {10.1007/978-0-387-39940-9\_1479},
  timestamp    = {Mon, 18 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/reference/db/ZhaoK09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/WaleWK08,
  author       = {Nikil Wale and
                  Ian A. Watson and
                  George Karypis},
  title        = {Indirect Similarity Based Methods for Effective Scaffold-Hopping in
                  Chemical Compounds},
  journal      = {J. Chem. Inf. Model.},
  volume       = {48},
  number       = {4},
  pages        = {730--741},
  year         = {2008},
  url          = {https://doi.org/10.1021/ci700369e},
  doi          = {10.1021/CI700369E},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcisd/WaleWK08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/WaleWK08,
  author       = {Nikil Wale and
                  Ian A. Watson and
                  George Karypis},
  title        = {Comparison of descriptor spaces for chemical compound retrieval and
                  classification},
  journal      = {Knowl. Inf. Syst.},
  volume       = {14},
  number       = {3},
  pages        = {347--375},
  year         = {2008},
  url          = {https://doi.org/10.1007/s10115-007-0103-5},
  doi          = {10.1007/S10115-007-0103-5},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kais/WaleWK08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/RashidKR08,
  author       = {Al Mamunur Rashid and
                  George Karypis and
                  John Riedl},
  title        = {Learning preferences of new users in recommender systems: an information
                  theoretic approach},
  journal      = {{SIGKDD} Explor.},
  volume       = {10},
  number       = {2},
  pages        = {90--100},
  year         = {2008},
  url          = {https://doi.org/10.1145/1540276.1540302},
  doi          = {10.1145/1540276.1540302},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigkdd/RashidKR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZakiKYW08,
  author       = {Mohammed J. Zaki and
                  George Karypis and
                  Jiong Yang and
                  Wei Wang},
  title        = {Introduction to special issue on bioinformatics},
  journal      = {{ACM} Trans. Knowl. Discov. Data},
  volume       = {2},
  number       = {1},
  pages        = {1:1},
  year         = {2008},
  url          = {https://doi.org/10.1145/1342320.1342321},
  doi          = {10.1145/1342320.1342321},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkdd/ZakiKYW08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apbc/RangwalaK08,
  author       = {Huzefa Rangwala and
                  George Karypis},
  editor       = {Alvis Brazma and
                  Satoru Miyano and
                  Tatsuya Akutsu},
  title        = {fRMSDAlign: Protein Sequence Alignment Using Predicted Local Structure
                  Information for Pairs with Low Sequence Identity},
  booktitle    = {Proceedings of the 6th Asia-Pacific Bioinformatics Conference, {APBC}
                  2008, 14-17 January 2008, Kyoto, Japan},
  series       = {Advances in Bioinformatics and Computational Biology},
  volume       = {6},
  pages        = {111--122},
  publisher    = {Imperial College Press},
  year         = {2008},
  url          = {http://www.comp.nus.edu.sg/\%7Ewongls/psZ/apbc2008/apbc011a.pdf},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/apbc/RangwalaK08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/ZhangRK08,
  author       = {Ruinan Zhang and
                  Huzefa Rangwala and
                  George Karypis},
  editor       = {Xue{-}wen Chen and
                  Xiaohua Hu and
                  Sun Kim},
  title        = {Genome Alignments Using {MPI-LAGAN}},
  booktitle    = {2008 {IEEE} International Conference on Bioinformatics and Biomedicine,
                  {BIBM} 2008, Philadephia, Pennsylvania, USA, November 3-5, 2008},
  pages        = {437--440},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/BIBM.2008.8},
  doi          = {10.1109/BIBM.2008.8},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibm/ZhangRK08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica3pp/MoulitsasK08,
  author       = {Irene Moulitsas and
                  George Karypis},
  editor       = {Anu G. Bourgeois and
                  Si{-}Qing Zheng},
  title        = {Architecture Aware Partitioning Algorithms},
  booktitle    = {Algorithms and Architectures for Parallel Processing, 8th International
                  Conference, {ICA3PP} 2008, Cyprus, June 9-11, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5022},
  pages        = {42--53},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-69501-1\_6},
  doi          = {10.1007/978-3-540-69501-1\_6},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/ica3pp/MoulitsasK08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/NingK08,
  author       = {Xia Ning and
                  George Karypis},
  title        = {The Set Classification Problem and Solution Methods},
  booktitle    = {Workshops Proceedings of the 8th {IEEE} International Conference on
                  Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
  pages        = {720--729},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/ICDMW.2008.113},
  doi          = {10.1109/ICDMW.2008.113},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/NingK08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AhmedRK08,
  author       = {Rezwan Ahmed and
                  Huzefa Rangwala and
                  George Karypis},
  editor       = {Walter Daelemans and
                  Bart Goethals and
                  Katharina Morik},
  title        = {{TOPTMH:} Topology Predictor for Transmembrane alpha-Helices},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases, European Conference,
                  {ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5211},
  pages        = {23--38},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-87479-9\_20},
  doi          = {10.1007/978-3-540-87479-9\_20},
  timestamp    = {Mon, 28 Aug 2023 21:17:29 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/AhmedRK08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/KauffmanK08,
  author       = {Christopher Kauffman and
                  George Karypis},
  editor       = {Russ B. Altman and
                  A. Keith Dunker and
                  Lawrence Hunter and
                  Tiffany Murray and
                  Teri E. Klein},
  title        = {An Analysis of Information Content Present in Protein-DNA Interactions},
  booktitle    = {Biocomputing 2008, Proceedings of the Pacific Symposium, Kohala Coast,
                  Hawaii, USA, 4-8 January 2008},
  pages        = {477--488},
  publisher    = {World Scientific},
  year         = {2008},
  url          = {http://psb.stanford.edu/psb-online/proceedings/psb08/kauffman.pdf},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/psb/KauffmanK08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/almob/ZakiKY07,
  author       = {Mohammed J. Zaki and
                  George Karypis and
                  Jiong Yang},
  title        = {Data Mining in Bioinformatics {(BIOKDD)}},
  journal      = {Algorithms Mol. Biol.},
  volume       = {2},
  year         = {2007},
  url          = {https://doi.org/10.1186/1748-7188-2-4},
  doi          = {10.1186/1748-7188-2-4},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/almob/ZakiKY07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/RangwalaK07,
  author       = {Huzefa Rangwala and
                  George Karypis},
  title        = {Incremental window-based protein sequence alignment algorithms},
  journal      = {Bioinform.},
  volume       = {23},
  number       = {2},
  pages        = {17--23},
  year         = {2007},
  url          = {https://doi.org/10.1093/bioinformatics/btl297},
  doi          = {10.1093/BIOINFORMATICS/BTL297},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/RangwalaK07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/KuramochiK07,
  author       = {Michihiro Kuramochi and
                  George Karypis},
  title        = {Discovering frequent geometric subgraphs},
  journal      = {Inf. Syst.},
  volume       = {32},
  number       = {8},
  pages        = {1101--1120},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.is.2005.05.005},
  doi          = {10.1016/J.IS.2005.05.005},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/is/KuramochiK07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbcb/DeronneK07,
  author       = {Kevin W. DeRonne and
                  George Karypis},
  title        = {Effective Optimization Algorithms for Fragment-Assembly Based protein
                  Structure Prediction},
  journal      = {J. Bioinform. Comput. Biol.},
  volume       = {5},
  number       = {2a},
  pages        = {335--352},
  year         = {2007},
  url          = {https://doi.org/10.1142/S0219720007002618},
  doi          = {10.1142/S0219720007002618},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jbcb/DeronneK07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jis/KostoffRCSSWLKMT07,
  author       = {Ronald N. Kostoff and
                  J. Antonio del R{\'{\i}}o and
                  H{\'{e}}ctor D. Cort{\'{e}}s and
                  Charles Smith and
                  Andrew Smith and
                  Caroline S. Wagner and
                  Loet Leydesdorff and
                  George Karypis and
                  Guido Malpohl and
                  Rene Tshiteya},
  title        = {Clustering methodologies for identifying country core competencies},
  journal      = {J. Inf. Sci.},
  volume       = {33},
  number       = {1},
  pages        = {21--40},
  year         = {2007},
  url          = {https://doi.org/10.1177/0165551506067124},
  doi          = {10.1177/0165551506067124},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jis/KostoffRCSSWLKMT07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/ZengWZK07,
  author       = {Zhiping Zeng and
                  Jianyong Wang and
                  Lizhu Zhou and
                  George Karypis},
  title        = {Out-of-core coherent closed quasi-clique mining from large dense graph
                  databases},
  journal      = {{ACM} Trans. Database Syst.},
  volume       = {32},
  number       = {2},
  pages        = {13},
  year         = {2007},
  url          = {https://doi.org/10.1145/1242524.1242530},
  doi          = {10.1145/1242524.1242530},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tods/ZengWZK07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/ReinhardtK07,
  author       = {Steven P. Reinhardt and
                  George Karypis},
  title        = {A Multi-Level Parallel Implementation of a Program for Finding Frequent
                  Patterns in a Large Sparse Graph},
  booktitle    = {21th International Parallel and Distributed Processing Symposium {(IPDPS}
                  2007), Proceedings, 26-30 March 2007, Long Beach, California, {USA}},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/IPDPS.2007.370404},
  doi          = {10.1109/IPDPS.2007.370404},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/ReinhardtK07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangZZKA07,
  author       = {Jianyong Wang and
                  Yuzhou Zhang and
                  Lizhu Zhou and
                  George Karypis and
                  Charu C. Aggarwal},
  title        = {Discriminating Subsequence Discovery for Sequence Clustering},
  booktitle    = {Proceedings of the Seventh {SIAM} International Conference on Data
                  Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
  pages        = {605--610},
  publisher    = {{SIAM}},
  year         = {2007},
  url          = {https://doi.org/10.1137/1.9781611972771.69},
  doi          = {10.1137/1.9781611972771.69},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/WangZZKA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/RangwalaK06,
  author       = {Huzefa Rangwala and
                  George Karypis},
  title        = {Building multiclass classifiers for remote homology detection and
                  fold recognition},
  journal      = {{BMC} Bioinform.},
  volume       = {7},
  pages        = {455},
  year         = {2006},
  url          = {https://doi.org/10.1186/1471-2105-7-455},
  doi          = {10.1186/1471-2105-7-455},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bmcbi/RangwalaK06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/WangK06,
  author       = {Jianyong Wang and
                  George Karypis},
  title        = {On efficiently summarizing categorical databases},
  journal      = {Knowl. Inf. Syst.},
  volume       = {9},
  number       = {1},
  pages        = {19--37},
  year         = {2006},
  url          = {https://doi.org/10.1007/s10115-005-0216-7},
  doi          = {10.1007/S10115-005-0216-7},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/kais/WangK06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/ZakiKY06,
  author       = {Mohammed J. Zaki and
                  George Karypis and
                  Jiong Yang},
  title        = {{BIOKDD06:} data mining in Bioinformatics},
  journal      = {{SIGKDD} Explor.},
  volume       = {8},
  number       = {2},
  pages        = {78},
  year         = {2006},
  url          = {https://doi.org/10.1145/1233321.1233331},
  doi          = {10.1145/1233321.1233331},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigkdd/ZakiKY06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcad/SelvakkumaranK06,
  author       = {Navaratnasothie Selvakkumaran and
                  George Karypis},
  title        = {Multiobjective hypergraph-partitioning algorithms for cut and maximum
                  subdomain-degree minimization},
  journal      = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
  volume       = {25},
  number       = {3},
  pages        = {504--517},
  year         = {2006},
  url          = {https://doi.org/10.1109/TCAD.2005.854637},
  doi          = {10.1109/TCAD.2005.854637},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcad/SelvakkumaranK06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangK06,
  author       = {Jianyong Wang and
                  George Karypis},
  title        = {On Mining Instance-Centric Classification Rules},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {18},
  number       = {11},
  pages        = {1497--1511},
  year         = {2006},
  url          = {https://doi.org/10.1109/TKDE.2006.179},
  doi          = {10.1109/TKDE.2006.179},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/WangK06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WaleK06,
  author       = {Nikil Wale and
                  George Karypis},
  title        = {Comparison of Descriptor Spaces for Chemical Compound Retrieval and
                  Classification},
  booktitle    = {Proceedings of the 6th {IEEE} International Conference on Data Mining
                  {(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
  pages        = {678--689},
  publisher    = {{IEEE} Computer Society},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICDM.2006.39},
  doi          = {10.1109/ICDM.2006.39},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/WaleK06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/Abou-RjeiliK06,
  author       = {Amine Abou{-}Rjeili and
                  George Karypis},
  title        = {Multilevel algorithms for partitioning power-law graphs},
  booktitle    = {20th International Parallel and Distributed Processing Symposium {(IPDPS}
                  2006), Proceedings, 25-29 April 2006, Rhodes Island, Greece},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/IPDPS.2006.1639360},
  doi          = {10.1109/IPDPS.2006.1639360},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/Abou-RjeiliK06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RashidLLKR06,
  author       = {Al Mamunur Rashid and
                  Shyong K. Lam and
                  Adam LaPitz and
                  George Karypis and
                  John Riedl},
  editor       = {Olfa Nasraoui and
                  Myra Spiliopoulou and
                  Jaideep Srivastava and
                  Bamshad Mobasher and
                  Brij M. Masand},
  title        = {Towards a Scalable \emph{k} {NN} {CF} Algorithm: Exploring Effective
                  Applications of Clustering},
  booktitle    = {Advances in Web Mining and Web Usage Analysis, 8th International Workshop
                  on Knowledge Discovery on the Web, WebKDD 2006, Philadelphia, PA,
                  USA, August 20, 2006, Revised Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {4811},
  pages        = {147--166},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/978-3-540-77485-3\_9},
  doi          = {10.1007/978-3-540-77485-3\_9},
  timestamp    = {Tue, 14 May 2019 10:00:55 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/RashidLLKR06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZengWZK06,
  author       = {Zhiping Zeng and
                  Jianyong Wang and
                  Lizhu Zhou and
                  George Karypis},
  editor       = {Tina Eliassi{-}Rad and
                  Lyle H. Ungar and
                  Mark Craven and
                  Dimitrios Gunopulos},
  title        = {Coherent closed quasi-clique discovery from large dense graph databases},
  booktitle    = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
                  on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
                  20-23, 2006},
  pages        = {797--802},
  publisher    = {{ACM}},
  year         = {2006},
  url          = {https://doi.org/10.1145/1150402.1150506},
  doi          = {10.1145/1150402.1150506},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/ZengWZK06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/ZhaoK06,
  author       = {Ying Zhao and
                  George Karypis},
  editor       = {Jacob Kogan and
                  Charles K. Nicholas and
                  Marc Teboulle},
  title        = {Criterion Functions for Clustering on High-Dimensional Data},
  booktitle    = {Grouping Multidimensional Data - Recent Advances in Clustering},
  pages        = {211--237},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/3-540-28349-8\_8},
  doi          = {10.1007/3-540-28349-8\_8},
  timestamp    = {Mon, 18 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/books/daglib/p/ZhaoK06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/siam/06/DevineBK06,
  author       = {Karen D. Devine and
                  Erik G. Boman and
                  George Karypis},
  editor       = {Michael A. Heroux and
                  Padma Raghavan and
                  Horst D. Simon},
  title        = {Partitioning and Load Balancing for Emerging Parallel Applications
                  and Architectures},
  booktitle    = {Parallel Processing for Scientific Computing},
  series       = {Software, Environments, Tools},
  volume       = {20},
  pages        = {99--126},
  publisher    = {{SIAM}},
  year         = {2006},
  url          = {https://doi.org/10.1137/1.9780898718133.ch6},
  doi          = {10.1137/1.9780898718133.CH6},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/siam/06/DevineBK06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/RangwalaK05,
  author       = {Huzefa Rangwala and
                  George Karypis},
  title        = {Profile-based direct kernels for remote homology detection and fold
                  recognition},
  journal      = {Bioinform.},
  volume       = {21},
  number       = {23},
  pages        = {4239--4247},
  year         = {2005},
  url          = {https://doi.org/10.1093/bioinformatics/bti687},
  doi          = {10.1093/BIOINFORMATICS/BTI687},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/RangwalaK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZhaoKF05,
  author       = {Ying Zhao and
                  George Karypis and
                  Usama M. Fayyad},
  title        = {Hierarchical Clustering Algorithms for Document Datasets},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {10},
  number       = {2},
  pages        = {141--168},
  year         = {2005},
  url          = {https://doi.org/10.1007/s10618-005-0361-3},
  doi          = {10.1007/S10618-005-0361-3},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/ZhaoKF05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SenoK05,
  author       = {Masakazu Seno and
                  George Karypis},
  title        = {Finding Frequent Patterns Using Length-Decreasing Support Constraints},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {10},
  number       = {3},
  pages        = {197--228},
  year         = {2005},
  url          = {https://doi.org/10.1007/s10618-005-0364-0},
  doi          = {10.1007/S10618-005-0364-0},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/SenoK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/KuramochiK05,
  author       = {Michihiro Kuramochi and
                  George Karypis},
  title        = {Finding Frequent Patterns in a Large Sparse Graph\({}^{\mbox{*}}\)},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {11},
  number       = {3},
  pages        = {243--271},
  year         = {2005},
  url          = {https://doi.org/10.1007/s10618-005-0003-9},
  doi          = {10.1007/S10618-005-0003-9},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/datamine/KuramochiK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/KuramochiK05,
  author       = {Michihiro Kuramochi and
                  George Karypis},
  title        = {Gene Classification Using Expression Profiles: {A} Feasibility Study},
  journal      = {Int. J. Artif. Intell. Tools},
  volume       = {14},
  number       = {4},
  pages        = {641--660},
  year         = {2005},
  url          = {https://doi.org/10.1142/S0218213005002302},
  doi          = {10.1142/S0218213005002302},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijait/KuramochiK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/ZhaoK05,
  author       = {Ying Zhao and
                  George Karypis},
  title        = {Prediction of Contact Maps Using Support Vector Machines},
  journal      = {Int. J. Artif. Intell. Tools},
  volume       = {14},
  number       = {5},
  pages        = {849--866},
  year         = {2005},
  url          = {https://doi.org/10.1142/S0218213005002429},
  doi          = {10.1142/S0218213005002429},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijait/ZhaoK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DeshpandeKWK05,
  author       = {Mukund Deshpande and
                  Michihiro Kuramochi and
                  Nikil Wale and
                  George Karypis},
  title        = {Frequent Substructure-Based Approaches for Classifying Chemical Compounds},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {17},
  number       = {8},
  pages        = {1036--1050},
  year         = {2005},
  url          = {https://doi.org/10.1109/TKDE.2005.127},
  doi          = {10.1109/TKDE.2005.127},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/DeshpandeKWK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/MayerRGSKKG05,
  author       = {Benjamin W. Mayer and
                  Huzefa Rangwala and
                  Rohit Gupta and
                  Jaideep Srivastava and
                  George Karypis and
                  Vipin Kumar and
                  Piet C. de Groen},
  title        = {Feature Mining for Prediction of Degree of Liver Fibrosis},
  booktitle    = {{AMIA} 2005, American Medical Informatics Association Annual Symposium,
                  Washington, DC, USA, October 22-26, 2005},
  publisher    = {{AMIA}},
  year         = {2005},
  url          = {https://knowledge.amia.org/amia-55142-a2005a-1.613296/t-002-1.615605/f-001-1.615606/a-345-1.615646/a-346-1.615643},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/amia/MayerRGSKKG05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HanK05,
  author       = {Eui{-}Hong Han and
                  George Karypis},
  editor       = {Otthein Herzog and
                  Hans{-}J{\"{o}}rg Schek and
                  Norbert Fuhr and
                  Abdur Chowdhury and
                  Wilfried Teiken},
  title        = {Feature-based recommendation system},
  booktitle    = {Proceedings of the 2005 {ACM} {CIKM} International Conference on Information
                  and Knowledge Management, Bremen, Germany, October 31 - November 5,
                  2005},
  pages        = {446--452},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1099554.1099683},
  doi          = {10.1145/1099554.1099683},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/HanK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icail/ConradAZK05,
  author       = {Jack G. Conrad and
                  Khalid Al{-}Kofahi and
                  Ying Zhao and
                  George Karypis},
  editor       = {Giovanni Sartor},
  title        = {Effective Document Clustering for Large Heterogeneous Law Firm Collections},
  booktitle    = {The Tenth International Conference on Artificial Intelligence and
                  Law, Proceedings of the Conference, June 6-11, 2005, Bologna, Italy},
  pages        = {177--187},
  publisher    = {{ACM}},
  year         = {2005},
  url          = {https://doi.org/10.1145/1165485.1165513},
  doi          = {10.1145/1165485.1165513},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icail/ConradAZK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangK05,
  author       = {Jianyong Wang and
                  George Karypis},
  editor       = {Hillol Kargupta and
                  Jaideep Srivastava and
                  Chandrika Kamath and
                  Arnold Goodman},
  title        = {{HARMONY:} Efficiently Mining the Best Rules for Classification},
  booktitle    = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
                  {SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
  pages        = {205--216},
  publisher    = {{SIAM}},
  year         = {2005},
  url          = {https://doi.org/10.1137/1.9781611972757.19},
  doi          = {10.1137/1.9781611972757.19},
  timestamp    = {Fri, 06 Oct 2023 11:45:43 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/WangK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaoK05,
  author       = {Ying Zhao and
                  George Karypis},
  editor       = {Hillol Kargupta and
                  Jaideep Srivastava and
                  Chandrika Kamath and
                  Arnold Goodman},
  title        = {Topic-driven Clustering for Document Datasets},
  booktitle    = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
                  {SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
  pages        = {358--369},
  publisher    = {{SIAM}},
  year         = {2005},
  url          = {https://doi.org/10.1137/1.9781611972757.32},
  doi          = {10.1137/1.9781611972757.32},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/ZhaoK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RashidKR05,
  author       = {Al Mamunur Rashid and
                  George Karypis and
                  John Riedl},
  editor       = {Hillol Kargupta and
                  Jaideep Srivastava and
                  Chandrika Kamath and
                  Arnold Goodman},
  title        = {Influence in Ratings-Based Recommender Systems: An Algorithm-Independent
                  Approach},
  booktitle    = {Proceedings of the 2005 {SIAM} International Conference on Data Mining,
                  {SDM} 2005, Newport Beach, CA, USA, April 21-23, 2005},
  pages        = {556--560},
  publisher    = {{SIAM}},
  year         = {2005},
  url          = {https://doi.org/10.1137/1.9781611972757.60},
  doi          = {10.1137/1.9781611972757.60},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/RashidKR05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/wang2005/DeshpandeKK05,
  author       = {Mukund Deshpande and
                  Michihiro Kuramochi and
                  George Karypis},
  editor       = {Jason Tsong{-}Li Wang and
                  Mohammed Javeed Zaki and
                  Hannu Toivonen and
                  Dennis E. Shasha},
  title        = {Mining Chemical Compounds},
  booktitle    = {Data Mining in Bioinformatics},
  pages        = {189--215},
  publisher    = {Springer},
  year         = {2005},
  timestamp    = {Thu, 11 Aug 2016 11:10:44 +0200},
  biburl       = {https://dblp.org/rec/books/sp/wang2005/DeshpandeKK05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhaoK04,
  author       = {Ying Zhao and
                  George Karypis},
  title        = {Empirical and Theoretical Comparisons of Selected Criterion Functions
                  for Document Clustering},
  journal      = {Mach. Learn.},
  volume       = {55},
  number       = {3},
  pages        = {311--331},
  year         = {2004},
  url          = {https://doi.org/10.1023/B:MACH.0000027785.44527.d6},
  doi          = {10.1023/B:MACH.0000027785.44527.D6},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/ZhaoK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/GuralnikK04,
  author       = {Valerie Guralnik and
                  George Karypis},
  title        = {Parallel tree-projection-based sequence mining algorithms},
  journal      = {Parallel Comput.},
  volume       = {30},
  number       = {4},
  pages        = {443--472},
  year         = {2004},
  url          = {https://doi.org/10.1016/j.parco.2004.03.003},
  doi          = {10.1016/J.PARCO.2004.03.003},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pc/GuralnikK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/KuramochiK04,
  author       = {Michihiro Kuramochi and
                  George Karypis},
  title        = {An Efficient Algorithm for Discovering Frequent Subgraphs},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {16},
  number       = {9},
  pages        = {1038--1051},
  year         = {2004},
  url          = {https://doi.org/10.1109/TKDE.2004.33},
  doi          = {10.1109/TKDE.2004.33},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/KuramochiK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/DeshpandeK04,
  author       = {Mukund Deshpande and
                  George Karypis},
  title        = {Item-based top-\emph{N} recommendation algorithms},
  journal      = {{ACM} Trans. Inf. Syst.},
  volume       = {22},
  number       = {1},
  pages        = {143--177},
  year         = {2004},
  url          = {https://doi.org/10.1145/963770.963776},
  doi          = {10.1145/963770.963776},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tois/DeshpandeK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/toit/DeshpandeK04,
  author       = {Mukund Deshpande and
                  George Karypis},
  title        = {Selective Markov models for predicting Web page accesses},
  journal      = {{ACM} Trans. Internet Techn.},
  volume       = {4},
  number       = {2},
  pages        = {163--184},
  year         = {2004},
  url          = {https://doi.org/10.1145/990301.990304},
  doi          = {10.1145/990301.990304},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/toit/DeshpandeK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoK04,
  author       = {Ying Zhao and
                  George Karypis},
  editor       = {David A. Grossman and
                  Luis Gravano and
                  ChengXiang Zhai and
                  Otthein Herzog and
                  David A. Evans},
  title        = {Soft clustering criterion functions for partitional document clustering:
                  a summary of results},
  booktitle    = {Proceedings of the 2004 {ACM} {CIKM} International Conference on Information
                  and Knowledge Management, Washington, DC, USA, November 8-13, 2004},
  pages        = {246--247},
  publisher    = {{ACM}},
  year         = {2004},
  url          = {https://doi.org/10.1145/1031171.1031225},
  doi          = {10.1145/1031171.1031225},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/ZhaoK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/SelvakkumaranRRK04,
  author       = {Navaratnasothie Selvakkumaran and
                  Abhishek Ranjan and
                  Salil Raje and
                  George Karypis},
  editor       = {Sharad Malik and
                  Limor Fix and
                  Andrew B. Kahng},
  title        = {Multi-resource aware partitioning algorithms for FPGAs with heterogeneous
                  resources},
  booktitle    = {Proceedings of the 41th Design Automation Conference, {DAC} 2004,
                  San Diego, CA, USA, June 7-11, 2004},
  pages        = {741--746},
  publisher    = {{ACM}},
  year         = {2004},
  url          = {https://doi.org/10.1145/996566.996768},
  doi          = {10.1145/996566.996768},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dac/SelvakkumaranRRK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fpga/SelvakkumaranRRK04,
  author       = {Navaratnasothie Selvakkumaran and
                  Abhishek Ranjan and
                  Salil Raje and
                  George Karypis},
  editor       = {Russell Tessier and
                  Herman Schmit},
  title        = {Multi-resource aware partitioning algorithms for FPGAs with heterogeneous
                  resources},
  booktitle    = {Proceedings of the {ACM/SIGDA} 12th International Symposium on Field
                  Programmable Gate Arrays, {FPGA} 2004, Monterey, California, USA,
                  February 22-24, 2004},
  pages        = {253},
  publisher    = {{ACM}},
  year         = {2004},
  url          = {https://doi.org/10.1145/968280.968339},
  doi          = {10.1145/968280.968339},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fpga/SelvakkumaranRRK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangK04,
  author       = {Jianyong Wang and
                  George Karypis},
  title        = {{SUMMARY:} Efficiently Summarizing Transactions for Clustering},
  booktitle    = {Proceedings of the 4th {IEEE} International Conference on Data Mining
                  {(ICDM} 2004), 1-4 November 2004, Brighton, {UK}},
  pages        = {241--248},
  publisher    = {{IEEE} Computer Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICDM.2004.10105},
  doi          = {10.1109/ICDM.2004.10105},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/WangK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KuramochiK04,
  author       = {Michihiro Kuramochi and
                  George Karypis},
  title        = {{GREW-A} Scalable Frequent Subgraph Discovery Algorithm},
  booktitle    = {Proceedings of the 4th {IEEE} International Conference on Data Mining
                  {(ICDM} 2004), 1-4 November 2004, Brighton, {UK}},
  pages        = {439--442},
  publisher    = {{IEEE} Computer Society},
  year         = {2004},
  url          = {https://doi.org/10.1109/ICDM.2004.10024},
  doi          = {10.1109/ICDM.2004.10024},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/KuramochiK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GadeWK04,
  author       = {Krishna Gade and
                  Jianyong Wang and
                  George Karypis},
  editor       = {Won Kim and
                  Ron Kohavi and
                  Johannes Gehrke and
                  William DuMouchel},
  title        = {Efficient closed pattern mining in the presence of tough block constraints},
  booktitle    = {Proceedings of the Tenth {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery and Data Mining, Seattle, Washington, USA, August
                  22-25, 2004},
  pages        = {138--147},
  publisher    = {{ACM}},
  year         = {2004},
  url          = {https://doi.org/10.1145/1014052.1014070},
  doi          = {10.1145/1014052.1014070},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/GadeWK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KuramochiK04,
  author       = {Michihiro Kuramochi and
                  George Karypis},
  editor       = {Michael W. Berry and
                  Umeshwar Dayal and
                  Chandrika Kamath and
                  David B. Skillicorn},
  title        = {Finding Frequent Patterns in a Large Sparse Graph},
  booktitle    = {Proceedings of the Fourth {SIAM} International Conference on Data
                  Mining, Lake Buena Vista, Florida, USA, April 22-24, 2004},
  pages        = {345--356},
  publisher    = {{SIAM}},
  year         = {2004},
  url          = {https://doi.org/10.1137/1.9781611972740.32},
  doi          = {10.1137/1.9781611972740.32},
  timestamp    = {Fri, 06 Oct 2023 11:45:43 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/KuramochiK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangK04,
  author       = {Jianyong Wang and
                  George Karypis},
  editor       = {Michael W. Berry and
                  Umeshwar Dayal and
                  Chandrika Kamath and
                  David B. Skillicorn},
  title        = {{BAMBOO:} Accelerating Closed Itemset Mining by Deeply Pushing the
                  Length-Decreasing Support Constraint},
  booktitle    = {Proceedings of the Fourth {SIAM} International Conference on Data
                  Mining, Lake Buena Vista, Florida, USA, April 22-24, 2004},
  pages        = {432--436},
  publisher    = {{SIAM}},
  year         = {2004},
  url          = {https://doi.org/10.1137/1.9781611972740.41},
  doi          = {10.1137/1.9781611972740.41},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/WangK04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jirs/ChallouGKK03,
  author       = {Daniel J. Challou and
                  Maria L. Gini and
                  Vipin Kumar and
                  George Karypis},
  title        = {Predicting the Performance of Randomized Parallel Search: An Application
                  to Robot Motion Planning},
  journal      = {J. Intell. Robotic Syst.},
  volume       = {38},
  number       = {1},
  pages        = {31--53},
  year         = {2003},
  url          = {https://doi.org/10.1023/A:1026283627113},
  doi          = {10.1023/A:1026283627113},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jirs/ChallouGKK03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/ZhaoK03,
  author       = {Ying Zhao and
                  George Karypis},
  title        = {Prediction of Contact Maps Using Support Vector Machines},
  booktitle    = {3rd {IEEE} International Symposium on BioInformatics and BioEngineering
                  {(BIBE} 2003), 10-12 March 2003, Bethesda, MD, {USA}},
  pages        = {26},
  publisher    = {{IEEE} Computer Society},
  year         = {2003},
  url          = {https://doi.org/10.1109/BIBE.2003.1188926},
  doi          = {10.1109/BIBE.2003.1188926},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibe/ZhaoK03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HanKMH03,
  author       = {Eui{-}Hong Han and
                  George Karypis and
                  Doug Mewhort and
                  Keith Hatchard},
  title        = {Intelligent metasearch engine for knowledge management},
  booktitle    = {Proceedings of the 2003 {ACM} {CIKM} International Conference on Information
                  and Knowledge Management, New Orleans, Louisiana, USA, November 2-8,
                  2003},
  pages        = {492--495},
  publisher    = {{ACM}},
  year         = {2003},
  url          = {https://doi.org/10.1145/956863.956955},
  doi          = {10.1145/956863.956955},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/HanKMH03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/SelvakkumaranK03,
  author       = {Navaratnasothie Selvakkumaran and
                  George Karypis},
  title        = {Multi.Objective Hypergraph Partitioning Algorithms for Cut and Maximum
                  Subdomain Degree Minimization},
  booktitle    = {2003 International Conference on Computer-Aided Design, {ICCAD} 2003,
                  San Jose, CA, USA, November 9-13, 2003},
  pages        = {726--733},
  publisher    = {{IEEE} Computer Society / {ACM}},
  year         = {2003},
  url          = {https://doi.ieeecomputersociety.org/10.1109/ICCAD.2003.1257889},
  doi          = {10.1109/ICCAD.2003.1257889},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccad/SelvakkumaranK03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DeshpandeKK03,
  author       = {Mukund Deshpande and
                  Michihiro Kuramochi and
                  George Karypis},
  title        = {Frequent Sub-Structure-Based Approaches for Classifying Chemical Compounds},
  booktitle    = {Proceedings of the 3rd {IEEE} International Conference on Data Mining
                  {(ICDM} 2003), 19-22 December 2003, Melbourne, Florida, {USA}},
  pages        = {35--42},
  publisher    = {{IEEE} Computer Society},
  year         = {2003},
  url          = {https://doi.org/10.1109/ICDM.2003.1250900},
  doi          = {10.1109/ICDM.2003.1250900},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/DeshpandeKK03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/Karypis03,
  author       = {George Karypis},
  title        = {Multi-Constraint Mesh Partitioning for Contact/Impact Computations},
  booktitle    = {Proceedings of the {ACM/IEEE} {SC2003} Conference on High Performance
                  Networking and Computing, 15-21 November 2003, Phoenix, AZ, USA, CD-Rom},
  pages        = {56},
  publisher    = {{ACM}},
  year         = {2003},
  url          = {https://doi.org/10.1145/1048935.1050206},
  doi          = {10.1145/1048935.1050206},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/Karypis03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slip/SelvakkumaranPK03,
  author       = {Navaratnasothie Selvakkumaran and
                  Phiroze N. Parakh and
                  George Karypis},
  editor       = {Dennis Sylvester and
                  Dirk Stroobandt and
                  Louis Scheffer and
                  Payman Zarkesh{-}Ha},
  title        = {Perimeter-degree: a priori metric for directly measuring and homogenizing
                  interconnection complexity in multilevel placement},
  booktitle    = {The 5th International Workshop on System-Level Interconnect Prediction
                  {(SLIP} 2003), Monterey, CA, USA, April 5-6, 2003, Proceedings},
  pages        = {53--59},
  publisher    = {{ACM}},
  year         = {2003},
  url          = {https://doi.org/10.1145/639929.639941},
  doi          = {10.1145/639929.639941},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/slip/SelvakkumaranPK03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/SchloegelKK02,
  author       = {Kirk Schloegel and
                  George Karypis and
                  Vipin Kumar},
  title        = {Parallel static and dynamic multi-constraint graph partitioning},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {14},
  number       = {3},
  pages        = {219--240},
  year         = {2002},
  url          = {https://doi.org/10.1002/cpe.605},
  doi          = {10.1002/CPE.605},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/concurrency/SchloegelKK02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/DeshpandeK02,
  author       = {Mukund Deshpande and
                  George Karypis},
  title        = {Using conjunction of attribute values for classification},
  booktitle    = {Proceedings of the 2002 {ACM} {CIKM} International Conference on Information
                  and Knowledge Management, McLean, VA, USA, November 4-9, 2002},
  pages        = {356--364},
  publisher    = {{ACM}},
  year         = {2002},
  url          = {https://doi.org/10.1145/584792.584851},
  doi          = {10.1145/584792.584851},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/DeshpandeK02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhaoK02,
  author       = {Ying Zhao and
                  George Karypis},
  title        = {Evaluation of hierarchical clustering algorithms for document datasets},
  booktitle    = {Proceedings of the 2002 {ACM} {CIKM} International Conference on Information
                  and Knowledge Management, McLean, VA, USA, November 4-9, 2002},
  pages        = {515--524},
  publisher    = {{ACM}},
  year         = {2002},
  url          = {https://doi.org/10.1145/584792.584877},
  doi          = {10.1145/584792.584877},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/ZhaoK02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/AbabeiSBK02,
  author       = {Cristinel Ababei and
                  Navaratnasothie Selvakkumaran and
                  Kia Bazargan and
                  George Karypis},
  editor       = {Lawrence T. Pileggi and
                  Andreas Kuehlmann},
  title        = {Multi-objective circuit partitioning for cutsize and path-based delay
                  minimization},
  booktitle    = {Proceedings of the 2002 {IEEE/ACM} International Conference on Computer-aided
                  Design, {ICCAD} 2002, San Jose, California, USA, November 10-14, 2002},
  pages        = {181--185},
  publisher    = {{ACM} / {IEEE} Computer Society},
  year         = {2002},
  url          = {https://doi.org/10.1145/774572.774599},
  doi          = {10.1145/774572.774599},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccad/AbabeiSBK02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KuramochiK02,
  author       = {Michihiro Kuramochi and
                  George Karypis},
  title        = {Discovering Frequent Geometric Subgraphs},
  booktitle    = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
                  {(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
  pages        = {258--265},
  publisher    = {{IEEE} Computer Society},
  year         = {2002},
  url          = {https://doi.org/10.1109/ICDM.2002.1183911},
  doi          = {10.1109/ICDM.2002.1183911},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/KuramochiK02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SenoK02,
  author       = {Masakazu Seno and
                  George Karypis},
  title        = {SLPMiner: An Algorithm for Finding Frequent Sequential Patterns Using
                  Length-Decreasing Support Constraint},
  booktitle    = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
                  {(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
  pages        = {418--425},
  publisher    = {{IEEE} Computer Society},
  year         = {2002},
  url          = {https://doi.org/10.1109/ICDM.2002.1183937},
  doi          = {10.1109/ICDM.2002.1183937},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/SenoK02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icecsys/LiuZSK02,
  author       = {Jian Liu and
                  Ying Zhao and
                  Eugene Shragowitz and
                  George Karypis},
  title        = {A polynomial time approximation scheme for rectilinear Steiner minimum
                  tree construction in the presence of obstacles},
  booktitle    = {Proceedings of the 2002 9th {IEEE} International Conference on Electronics,
                  Circuits and Systems, {ICECS} 2002, Dubrovnik, Croatia, September
                  15-18, 2002},
  pages        = {781--784},
  publisher    = {{IEEE}},
  year         = {2002},
  url          = {https://doi.org/10.1109/ICECS.2002.1046286},
  doi          = {10.1109/ICECS.2002.1046286},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icecsys/LiuZSK02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itcc/ZhaoK02,
  author       = {Ying Zhao and
                  George Karypis},
  title        = {Improve Precategorized Collection Retrieval by Using Supervised Term
                  Weighting Schemes},
  booktitle    = {2002 International Symposium on Information Technology {(ITCC} 2002),
                  8-10 April 2002, Las Vegas, NV, {USA}},
  pages        = {16--21},
  publisher    = {{IEEE} Computer Society},
  year         = {2002},
  url          = {https://doi.org/10.1109/ITCC.2002.1000353},
  doi          = {10.1109/ITCC.2002.1000353},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/itcc/ZhaoK02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DeshpandeKK02,
  author       = {Mukund Deshpande and
                  Michihiro Kuramochi and
                  George Karypis},
  editor       = {Mohammed Javeed Zaki and
                  Jason Tsong{-}Li Wang and
                  Hannu Toivonen},
  title        = {Automated Approaches for Classifying Structures},
  booktitle    = {Proceedings of the 2nd {ACM} {SIGKDD} Workshop on Data Mining in Bioinformatics
                  {(BIOKDD} 2002), July 23rd, 2002, Edmonton, Alberta, Canada},
  pages        = {11--18},
  year         = {2002},
  url          = {http://www.cs.rpi.edu/\%7Ezaki/BIOKDD02/03-deshpande.pdf},
  timestamp    = {Wed, 29 Mar 2017 16:45:25 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/DeshpandeKK02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/DeshpandeK02,
  author       = {Mukund Deshpande and
                  George Karypis},
  editor       = {Ming{-}Shan Cheng and
                  Philip S. Yu and
                  Bing Liu},
  title        = {Evaluation of Techniques for Classifying Biological Sequences},
  booktitle    = {Advances in Knowledge Discovery and Data Mining, 6th Pacific-Asia
                  Conference, {PAKDD} 2002, Taipei, Taiwan, May 6-8, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2336},
  pages        = {417--431},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-47887-6\_41},
  doi          = {10.1007/3-540-47887-6\_41},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/DeshpandeK02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/OztekinKK02,
  author       = {B. Uygar Oztekin and
                  George Karypis and
                  Vipin Kumar},
  editor       = {David Lassner and
                  David De Roure and
                  Arun Iyengar},
  title        = {Expert agreement and content based reranking in a meta search environment
                  using Mearf},
  booktitle    = {Proceedings of the Eleventh International World Wide Web Conference,
                  {WWW} 2002, May 7-11, 2002, Honolulu, Hawaii, {USA}},
  pages        = {333--344},
  publisher    = {{ACM}},
  year         = {2002},
  url          = {https://doi.org/10.1145/511446.511490},
  doi          = {10.1145/511446.511490},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/www/OztekinKK02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/internet/RamakrishnanKMGK01,
  author       = {Naren Ramakrishnan and
                  Benjamin J. Keller and
                  Batul J. Mirza and
                  Ananth Grama and
                  George Karypis},
  title        = {Privacy Risks in Recommender Systems},
  journal      = {{IEEE} Internet Comput.},
  volume       = {5},
  number       = {6},
  pages        = {54--62},
  year         = {2001},
  url          = {https://doi.org/10.1109/4236.968832},
  doi          = {10.1109/4236.968832},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/internet/RamakrishnanKMGK01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/SchloegelKK01,
  author       = {Kirk Schloegel and
                  George Karypis and
                  Vipin Kumar},
  title        = {Wavefront Diffusion and {LMSR:} Algorithms for Dynamic Repartitioning
                  of Adaptive Meshes},
  journal      = {{IEEE} Trans. Parallel Distributed Syst.},
  volume       = {12},
  number       = {5},
  pages        = {451--466},
  year         = {2001},
  url          = {https://doi.org/10.1109/71.926167},
  doi          = {10.1109/71.926167},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tpds/SchloegelKK01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/KuramochiK01,
  author       = {Michihiro Kuramochi and
                  George Karypis},
  editor       = {Nikolaos G. Bourbakis},
  title        = {Gene Classification using Expression Profiles: {A} Feasibility Study},
  booktitle    = {2nd {IEEE} International Symposium on Bioinformatics and Bioengineering,
                  Bethesda, Maryland, USA, November 4-5, 2001, Proceedings},
  pages        = {191--200},
  publisher    = {{IEEE} Computer Society},
  year         = {2001},
  url          = {https://doi.org/10.1109/BIBE.2001.974429},
  doi          = {10.1109/BIBE.2001.974429},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bibe/KuramochiK01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Karypis01,
  author       = {George Karypis},
  title        = {Evaluation of Item-Based Top-N Recommendation Algorithms},
  booktitle    = {Proceedings of the 2001 {ACM} {CIKM} International Conference on Information
                  and Knowledge Management, Atlanta, Georgia, USA, November 5-10, 2001},
  pages        = {247--254},
  publisher    = {{ACM}},
  year         = {2001},
  url          = {https://doi.org/10.1145/502585.502627},
  doi          = {10.1145/502585.502627},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/Karypis01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cluster/SchloegelKK01,
  author       = {Kirk Schloegel and
                  George Karypis and
                  Vipin Kumar},
  title        = {Graph Partitioning for Dynamic, Adaptive and Multi-phase Scientific
                  Simulations},
  booktitle    = {2001 {IEEE} International Conference on Cluster Computing {(CLUSTER}
                  2001), 8-11 October 2001, Newport Beach, CA, {USA}},
  pages        = {271--273},
  publisher    = {{IEEE} Computer Society},
  year         = {2001},
  url          = {https://doi.org/10.1109/CLUSTR.2001.959987},
  doi          = {10.1109/CLUSTR.2001.959987},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cluster/SchloegelKK01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/GuralnikGK01,
  author       = {Valerie Guralnik and
                  Nivea Garg and
                  George Karypis},
  editor       = {Rizos Sakellariou and
                  John A. Keane and
                  John R. Gurd and
                  Len Freeman},
  title        = {Parallel Tree Projection Algorithm for Sequence Mining},
  booktitle    = {Euro-Par 2001: Parallel Processing, 7th International Euro-Par Conference
                  Manchester, {UK} August 28-31, 2001, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2150},
  pages        = {310--320},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-44681-8\_44},
  doi          = {10.1007/3-540-44681-8\_44},
  timestamp    = {Tue, 14 May 2019 10:00:46 +0200},
  biburl       = {https://dblp.org/rec/conf/europar/GuralnikGK01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GuralnikK01,
  author       = {Valerie Guralnik and
                  George Karypis},
  editor       = {Nick Cercone and
                  Tsau Young Lin and
                  Xindong Wu},
  title        = {A Scalable Algorithm for Clustering Sequential Data},
  booktitle    = {Proceedings of the 2001 {IEEE} International Conference on Data Mining,
                  29 November - 2 December 2001, San Jose, California, {USA}},
  pages        = {179--186},
  publisher    = {{IEEE} Computer Society},
  year         = {2001},
  url          = {https://doi.org/10.1109/ICDM.2001.989516},
  doi          = {10.1109/ICDM.2001.989516},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/GuralnikK01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/KuramochiK01,
  author       = {Michihiro Kuramochi and
                  George Karypis},
  editor       = {Nick Cercone and
                  Tsau Young Lin and
                  Xindong Wu},
  title        = {Frequent Subgraph Discovery},
  booktitle    = {Proceedings of the 2001 {IEEE} International Conference on Data Mining,
                  29 November - 2 December 2001, San Jose, California, {USA}},
  pages        = {313--320},
  publisher    = {{IEEE} Computer Society},
  year         = {2001},
  url          = {https://doi.org/10.1109/ICDM.2001.989534},
  doi          = {10.1109/ICDM.2001.989534},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/KuramochiK01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SenoK01,
  author       = {Masakazu Seno and
                  George Karypis},
  editor       = {Nick Cercone and
                  Tsau Young Lin and
                  Xindong Wu},
  title        = {LPMiner: An Algorithm for Finding Frequent Itemsets Using Length-Decreasing
                  Support Constraint},
  booktitle    = {Proceedings of the 2001 {IEEE} International Conference on Data Mining,
                  29 November - 2 December 2001, San Jose, California, {USA}},
  pages        = {505--512},
  publisher    = {{IEEE} Computer Society},
  year         = {2001},
  url          = {https://doi.org/10.1109/ICDM.2001.989558},
  doi          = {10.1109/ICDM.2001.989558},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/SenoK01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GuralnikK01,
  author       = {Valerie Guralnik and
                  George Karypis},
  editor       = {Mohammed Javeed Zaki and
                  Hannu Toivonen and
                  Jason Tsong{-}Li Wang},
  title        = {A scalable algorithm for clustering protein sequences},
  booktitle    = {Proceedings of the {ACM} {SIGKDD} Workshop on Data Mining in Bioinformatics
                  {(BIOKDD} 2001)},
  pages        = {73--80},
  year         = {2001},
  url          = {http://www.cs.rpi.edu/\%7Ezaki/BIOKDD01/guralnik.ps.gz},
  timestamp    = {Fri, 23 Aug 2019 14:18:49 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/GuralnikK01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HanKK01,
  author       = {Eui{-}Hong Han and
                  George Karypis and
                  Vipin Kumar},
  editor       = {David Wai{-}Lok Cheung and
                  Graham J. Williams and
                  Qing Li},
  title        = {Text Categorization Using Weight Adjusted k-Nearest Neighbor Classification},
  booktitle    = {Knowledge Discovery and Data Mining - {PAKDD} 2001, 5th Pacific-Asia
                  Conference, Hong Kong, China, April 16-18, 2001, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2035},
  pages        = {53--65},
  publisher    = {Springer},
  year         = {2001},
  url          = {https://doi.org/10.1007/3-540-45357-1\_9},
  doi          = {10.1007/3-540-45357-1\_9},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/HanKK01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/MoulitsasK01,
  author       = {Irene Moulitsas and
                  George Karypis},
  editor       = {Greg Johnson},
  title        = {Multilevel algorithms for generating coarse grids for multigrid methods},
  booktitle    = {Proceedings of the 2001 {ACM/IEEE} conference on Supercomputing, Denver,
                  CO, USA, November 10-16, 2001, {CD-ROM}},
  pages        = {45},
  publisher    = {{ACM}},
  year         = {2001},
  url          = {https://doi.org/10.1145/582034.582079},
  doi          = {10.1145/582034.582079},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/MoulitsasK01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DeshpandeK01,
  author       = {Mukund Deshpande and
                  George Karypis},
  editor       = {Vipin Kumar and
                  Robert L. Grossman},
  title        = {Selective Markov Models for Predicting Web-Page Accesses},
  booktitle    = {Proceedings of the First {SIAM} International Conference on Data Mining,
                  {SDM} 2001, Chicago, IL, USA, April 5-7, 2001},
  pages        = {1--15},
  publisher    = {{SIAM}},
  year         = {2001},
  url          = {https://doi.org/10.1137/1.9781611972719.4},
  doi          = {10.1137/1.9781611972719.4},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/DeshpandeK01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SarwarKKR01,
  author       = {Badrul Munir Sarwar and
                  George Karypis and
                  Joseph A. Konstan and
                  John Riedl},
  editor       = {Vincent Y. Shen and
                  Nobuo Saito and
                  Michael R. Lyu and
                  Mary Ellen Zurko},
  title        = {Item-based collaborative filtering recommendation algorithms},
  booktitle    = {Proceedings of the Tenth International World Wide Web Conference,
                  {WWW} 10, Hong Kong, China, May 1-5, 2001},
  pages        = {285--295},
  publisher    = {{ACM}},
  year         = {2001},
  url          = {https://doi.org/10.1145/371920.372071},
  doi          = {10.1145/371920.372071},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/www/SarwarKKR01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cs-CG-0105028,
  author       = {Naren Ramakrishnan and
                  Benjamin J. Keller and
                  Batul J. Mirza and
                  Ananth Grama and
                  George Karypis},
  title        = {When being Weak is Brave: Privacy in Recommender Systems},
  journal      = {CoRR},
  volume       = {cs.CG/0105028},
  year         = {2001},
  url          = {https://arxiv.org/abs/cs/0105028},
  timestamp    = {Fri, 10 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/cs-CG-0105028.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/BiswasHK00,
  author       = {Rupak Biswas and
                  Bruce Hendrickson and
                  George Karypis},
  title        = {Graph partitioning and parallel computing},
  journal      = {Parallel Comput.},
  volume       = {26},
  number       = {12},
  pages        = {1515--1517},
  year         = {2000},
  url          = {https://doi.org/10.1016/S0167-8191(00)00042-9},
  doi          = {10.1016/S0167-8191(00)00042-9},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pc/BiswasHK00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HanKK00,
  author       = {Eui{-}Hong Han and
                  George Karypis and
                  Vipin Kumar},
  title        = {Scalable Parallel Data Mining for Association Rules},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {12},
  number       = {3},
  pages        = {377--352},
  year         = {2000},
  url          = {https://doi.org/10.1109/69.846289},
  doi          = {10.1109/69.846289},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/HanKK00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsi/KarypisK00,
  author       = {George Karypis and
                  Vipin Kumar},
  title        = {Multilevel \emph{k}-way Hypergraph Partitioning},
  journal      = {{VLSI} Design},
  volume       = {11},
  number       = {3},
  pages        = {285--300},
  year         = {2000},
  url          = {https://doi.org/10.1155/2000/19436},
  doi          = {10.1155/2000/19436},
  timestamp    = {Mon, 08 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/vlsi/KarypisK00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HanK00,
  author       = {Eui{-}Hong Han and
                  George Karypis},
  title        = {Fast Supervised Dimensionality Reduction Algorithm with Applications
                  to Document Categorization {\&} Retrieval},
  booktitle    = {Proceedings of the 2000 {ACM} {CIKM} International Conference on Information
                  and Knowledge Management, McLean, VA, USA, November 6-11, 2000},
  pages        = {12--19},
  publisher    = {{ACM}},
  year         = {2000},
  url          = {https://doi.org/10.1145/354756.354772},
  doi          = {10.1145/354756.354772},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/HanK00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/LeinbergerKK00,
  author       = {William Leinberger and
                  George Karypis and
                  Vipin Kumar},
  editor       = {Arndt Bode and
                  Thomas Ludwig and
                  Wolfgang Karl and
                  Roland Wism{\"{u}}ller},
  title        = {Memory Management Techniques for Gang Scheduling},
  booktitle    = {Euro-Par 2000, Parallel Processing, 6th International Euro-Par Conference,
                  Munich, Germany, August 29 - September 1, 2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1900},
  pages        = {252--261},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-44520-X\_34},
  doi          = {10.1007/3-540-44520-X\_34},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/europar/LeinbergerKK00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/SchloegelKK00,
  author       = {Kirk Schloegel and
                  George Karypis and
                  Vipin Kumar},
  editor       = {Arndt Bode and
                  Thomas Ludwig and
                  Wolfgang Karl and
                  Roland Wism{\"{u}}ller},
  title        = {Parallel Multilevel Algorithms for Multi-constraint Graph Partitioning
                  (Distinguished Paper)},
  booktitle    = {Euro-Par 2000, Parallel Processing, 6th International Euro-Par Conference,
                  Munich, Germany, August 29 - September 1, 2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1900},
  pages        = {296--310},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-44520-X\_39},
  doi          = {10.1007/3-540-44520-X\_39},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/europar/SchloegelKK00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcw/LeinbergerKK00,
  author       = {William Leinberger and
                  George Karypis and
                  Vipin Kumar},
  title        = {Load Balancing Across Near-Homogeneous Multi-Resource Servers},
  booktitle    = {9th Heterogeneous Computing Workshop, {HCW} 2000, Cancun, Mexico,
                  May 1, 2000},
  pages        = {60--71},
  publisher    = {{IEEE} Computer Society},
  year         = {2000},
  url          = {https://doi.org/10.1109/HCW.2000.843733},
  doi          = {10.1109/HCW.2000.843733},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hcw/LeinbergerKK00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/KumarSK00,
  author       = {Vipin Kumar and
                  Kirk Schloegel and
                  George Karypis},
  editor       = {Jos{\'{e}} D. P. Rolim},
  title        = {Graph Partitioning for Dynamic, Adaptive, and Multi-phase Computations},
  booktitle    = {Parallel and Distributed Processing, 15 {IPDPS} 2000 Workshops, Cancun,
                  Mexico, May 1-5, 2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1800},
  pages        = {476--476},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-45591-4\_63},
  doi          = {10.1007/3-540-45591-4\_63},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ipps/KumarSK00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HanK00,
  author       = {Eui{-}Hong Han and
                  George Karypis},
  editor       = {Djamel A. Zighed and
                  Henryk Jan Komorowski and
                  Jan M. Zytkow},
  title        = {Centroid-Based Document Classification: Analysis and Experimental
                  Results},
  booktitle    = {Principles of Data Mining and Knowledge Discovery, 4th European Conference,
                  {PKDD} 2000, Lyon, France, September 13-16, 2000, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1910},
  pages        = {424--431},
  publisher    = {Springer},
  year         = {2000},
  url          = {https://doi.org/10.1007/3-540-45372-5\_46},
  doi          = {10.1007/3-540-45372-5\_46},
  timestamp    = {Mon, 05 Feb 2024 20:31:27 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/HanK00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/SchloegelKK00,
  author       = {Kirk Schloegel and
                  George Karypis and
                  Vipin Kumar},
  editor       = {Jed Donnelley},
  title        = {A Unified Algorithm for Load-balancing Adaptive Scientific Simulations},
  booktitle    = {Proceedings Supercomputing 2000, November 4-10, 2000, Dallas, Texas,
                  {USA.} {IEEE} Computer Society, {CD-ROM}},
  pages        = {59},
  publisher    = {{IEEE} Computer Society},
  year         = {2000},
  url          = {https://doi.org/10.1109/SC.2000.10035},
  doi          = {10.1109/SC.2000.10035},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/SchloegelKK00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/SarwarKKR00,
  author       = {Badrul Munir Sarwar and
                  George Karypis and
                  Joseph A. Konstan and
                  John Riedl},
  editor       = {Anant Jhingran and
                  Jeff MacKie{-}Mason and
                  Doug J. Tygar},
  title        = {Analysis of recommendation algorithms for e-commerce},
  booktitle    = {Proceedings of the 2nd {ACM} Conference on Electronic Commerce (EC-00),
                  Minneapolis, MN, USA, October 17-20, 2000},
  pages        = {158--167},
  publisher    = {{ACM}},
  year         = {2000},
  url          = {https://doi.org/10.1145/352871.352887},
  doi          = {10.1145/352871.352887},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigecom/SarwarKKR00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/BoleyGGHHKKMM99,
  author       = {Daniel Boley and
                  Maria L. Gini and
                  Robert Gross and
                  Eui{-}Hong Han and
                  Kyle Hastings and
                  George Karypis and
                  Vipin Kumar and
                  Bamshad Mobasher and
                  Jerome Moore},
  title        = {Document Categorization and Query Generation on the World Wide Web
                  Using WebACE},
  journal      = {Artif. Intell. Rev.},
  volume       = {13},
  number       = {5-6},
  pages        = {365--391},
  year         = {1999},
  url          = {https://doi.org/10.1023/A:1006592405320},
  doi          = {10.1023/A:1006592405320},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/air/BoleyGGHHKKMM99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/KarypisHK99,
  author       = {George Karypis and
                  Eui{-}Hong Han and
                  Vipin Kumar},
  title        = {Chameleon: Hierarchical Clustering Using Dynamic Modeling},
  journal      = {Computer},
  volume       = {32},
  number       = {8},
  pages        = {68--75},
  year         = {1999},
  url          = {https://doi.org/10.1109/2.781637},
  doi          = {10.1109/2.781637},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/computer/KarypisHK99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/BoleyGGHHKKMM99,
  author       = {Daniel Boley and
                  Maria L. Gini and
                  Robert Gross and
                  Eui{-}Hong Han and
                  Kyle Hastings and
                  George Karypis and
                  Vipin Kumar and
                  Bamshad Mobasher and
                  Jerome Moore},
  title        = {Partitioning-based clustering for Web document categorization},
  journal      = {Decis. Support Syst.},
  volume       = {27},
  number       = {3},
  pages        = {329--341},
  year         = {1999},
  url          = {https://doi.org/10.1016/S0167-9236(99)00055-X},
  doi          = {10.1016/S0167-9236(99)00055-X},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/dss/BoleyGGHHKKMM99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamrev/KarypisK99,
  author       = {George Karypis and
                  Vipin Kumar},
  title        = {Parallel Multilevel series k-Way Partitioning Scheme for Irregular
                  Graphs},
  journal      = {{SIAM} Rev.},
  volume       = {41},
  number       = {2},
  pages        = {278--300},
  year         = {1999},
  url          = {https://doi.org/10.1137/S0036144598334138},
  doi          = {10.1137/S0036144598334138},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamrev/KarypisK99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvlsi/KarypisAKS99,
  author       = {George Karypis and
                  Rajat Aggarwal and
                  Vipin Kumar and
                  Shashi Shekhar},
  title        = {Multilevel hypergraph partitioning: applications in {VLSI} domain},
  journal      = {{IEEE} Trans. Very Large Scale Integr. Syst.},
  volume       = {7},
  number       = {1},
  pages        = {69--79},
  year         = {1999},
  url          = {https://doi.org/10.1109/92.748202},
  doi          = {10.1109/92.748202},
  timestamp    = {Mon, 08 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tvlsi/KarypisAKS99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/KarypisK99,
  author       = {George Karypis and
                  Vipin Kumar},
  editor       = {Mary Jane Irwin},
  title        = {Multilevel \emph{k}-way Hypergraph Partitioning},
  booktitle    = {Proceedings of the 36th Conference on Design Automation, New Orleans,
                  LA, USA, June 21-25, 1999},
  pages        = {343--348},
  publisher    = {{ACM} Press},
  year         = {1999},
  url          = {https://doi.org/10.1145/309847.309954},
  doi          = {10.1145/309847.309954},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dac/KarypisK99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/SchloegelKK99,
  author       = {Kirk Schloegel and
                  George Karypis and
                  Vipin Kumar},
  editor       = {Patrick Amestoy and
                  Philippe Berger and
                  Michel J. Dayd{\'{e}} and
                  Iain S. Duff and
                  Val{\'{e}}rie Frayss{\'{e}} and
                  Luc Giraud and
                  Daniel Ruiz},
  title        = {A New Algorithm for Multi-objective Graph Partitioning},
  booktitle    = {Euro-Par '99 Parallel Processing, 5th International Euro-Par Conference,
                  Toulouse, France, August 31 - September 3, 1999, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1685},
  pages        = {322--331},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/3-540-48311-X\_42},
  doi          = {10.1007/3-540-48311-X\_42},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/europar/SchloegelKK99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/LeinbergerKK99,
  author       = {William Leinberger and
                  George Karypis and
                  Vipin Kumar},
  title        = {Multi-Capacity Bin Packing Algorithms with Applications to Job Scheduling
                  under Multiple Constraints},
  booktitle    = {Proceedings of the International Conference on Parallel Processing
                  1999, {ICPP} 1999, Wakamatsu, Japan, September 21-24, 1999},
  pages        = {404--412},
  publisher    = {{IEEE} Computer Society},
  year         = {1999},
  url          = {https://doi.org/10.1109/ICPP.1999.797428},
  doi          = {10.1109/ICPP.1999.797428},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpp/LeinbergerKK99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JoshiHKK99,
  author       = {Mahesh V. Joshi and
                  Eui{-}Hong Han and
                  George Karypis and
                  Vipin Kumar},
  editor       = {Mohammed Javeed Zaki and
                  Ching{-}Tien Ho},
  title        = {Efficient Parallel Algorithms for Mining Associations},
  booktitle    = {Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel
                  {KDD} Systems, SIGKDD, August 15, 1999, San Diego, CA, USA, revised
                  papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {1759},
  pages        = {83--126},
  publisher    = {Springer},
  year         = {1999},
  url          = {https://doi.org/10.1007/3-540-46502-2\_5},
  doi          = {10.1007/3-540-46502-2\_5},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/JoshiHKK99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/JoshiKKGG99,
  author       = {Mahesh V. Joshi and
                  George Karypis and
                  Vipin Kumar and
                  Anshul Gupta and
                  Fred G. Gustavson},
  title        = {{PSPASES:} An Efficient and Scalable Parallel Sparse Direct Solver},
  booktitle    = {Proceedings of the Ninth {SIAM} Conference on Parallel Processing
                  for Scientific Computing, {PPSC} 1999, San Antonio, Texas, USA, March
                  22-24, 1999},
  publisher    = {{SIAM}},
  year         = {1999},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ppsc/JoshiKKGG99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/SchloegelKK99,
  author       = {Kirk Schloegel and
                  George Karypis and
                  Vipin Kumar},
  title        = {Dynamic Repartitioning of Adaptively Refined Meshes},
  booktitle    = {Proceedings of the Ninth {SIAM} Conference on Parallel Processing
                  for Scientific Computing, {PPSC} 1999, San Antonio, Texas, USA, March
                  22-24, 1999},
  publisher    = {{SIAM}},
  year         = {1999},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ppsc/SchloegelKK99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/LeinbergerKK99,
  author       = {William Leinberger and
                  George Karypis and
                  Vipin Kumar},
  title        = {Job Scheduling in the presence of Multiple Resource Requirements},
  booktitle    = {Proceedings of the {ACM/IEEE} Conference on Supercomputing, {SC} 1999,
                  November 13-19, 1999, Portland, Oregon, {USA}},
  pages        = {47},
  publisher    = {{ACM}},
  year         = {1999},
  url          = {https://doi.org/10.1145/331532.331579},
  doi          = {10.1145/331532.331579},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/LeinbergerKK99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/HanKKM98,
  author       = {Eui{-}Hong Han and
                  George Karypis and
                  Vipin Kumar and
                  Bamshad Mobasher},
  title        = {Hypergraph Based Clustering in High-Dimensional Data Sets: {A} Summary
                  of Results},
  journal      = {{IEEE} Data Eng. Bull.},
  volume       = {21},
  number       = {1},
  pages        = {15--22},
  year         = {1998},
  url          = {http://sites.computer.org/debull/98mar/kumar1.ps},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/debu/HanKKM98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/KarypisK98,
  author       = {George Karypis and
                  Vipin Kumar},
  title        = {A Parallel Algorithm for Multilevel Graph Partitioning and Sparse
                  Matrix Ordering},
  journal      = {J. Parallel Distributed Comput.},
  volume       = {48},
  number       = {1},
  pages        = {71--95},
  year         = {1998},
  url          = {https://doi.org/10.1006/jpdc.1997.1403},
  doi          = {10.1006/JPDC.1997.1403},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jpdc/KarypisK98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/KarypisK98a,
  author       = {George Karypis and
                  Vipin Kumar},
  title        = {Multilevel k-way Partitioning Scheme for Irregular Graphs},
  journal      = {J. Parallel Distributed Comput.},
  volume       = {48},
  number       = {1},
  pages        = {96--129},
  year         = {1998},
  url          = {https://doi.org/10.1006/jpdc.1997.1404},
  doi          = {10.1006/JPDC.1997.1404},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jpdc/KarypisK98a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/KarypisK98,
  author       = {George Karypis and
                  Vipin Kumar},
  title        = {A Fast and High Quality Multilevel Scheme for Partitioning Irregular
                  Graphs},
  journal      = {{SIAM} J. Sci. Comput.},
  volume       = {20},
  number       = {1},
  pages        = {359--392},
  year         = {1998},
  url          = {https://doi.org/10.1137/S1064827595287997},
  doi          = {10.1137/S1064827595287997},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamsc/KarypisK98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/agents/HanBGGHKKMM98,
  author       = {Eui{-}Hong Han and
                  Daniel Boley and
                  Maria L. Gini and
                  Robert Gross and
                  Kyle Hastings and
                  George Karypis and
                  Vipin Kumar and
                  Bamshad Mobasher and
                  Jerome Moore},
  editor       = {Katia P. Sycara and
                  Michael J. Wooldridge},
  title        = {WebACE: {A} Web Agent for Document Categorization and Exploration},
  booktitle    = {Proceedings of the Second International Conference on Autonomous Agents,
                  {AGENTS} 1998, St. Paul, Minnepolis, USA, May 9-13, 1998},
  pages        = {408--415},
  publisher    = {{ACM}},
  year         = {1998},
  url          = {https://doi.org/10.1145/280765.280872},
  doi          = {10.1145/280765.280872},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/agents/HanBGGHKKMM98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/JoshiKK98,
  author       = {Mahesh V. Joshi and
                  George Karypis and
                  Vipin Kumar},
  title        = {ScalParC: {A} New Scalable and Efficient Parallel Classification Algorithm
                  for Mining Large Datasets},
  booktitle    = {12th International Parallel Processing Symposium / 9th Symposium on
                  Parallel and Distributed Processing {(IPPS/SPDP} '98), March 30 -
                  April 3, 1998, Orlando, Florida, USA, Proceedings},
  pages        = {573--579},
  publisher    = {{IEEE} Computer Society},
  year         = {1998},
  url          = {https://doi.org/10.1109/IPPS.1998.669983},
  doi          = {10.1109/IPPS.1998.669983},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/JoshiKK98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KarypisK98,
  author       = {George Karypis and
                  Vipin Kumar},
  title        = {Multilevel Algorithms for Multi-Constraint Graph Partitioning},
  booktitle    = {Proceedings of the {ACM/IEEE} Conference on Supercomputing, {SC} 1998,
                  November 7-13, 1998, Orlando, FL, {USA}},
  pages        = {28},
  publisher    = {{IEEE} Computer Society},
  year         = {1998},
  url          = {https://doi.org/10.1109/SC.1998.10018},
  doi          = {10.1109/SC.1998.10018},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/KarypisK98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/SchloegelKK98,
  author       = {Kirk Schloegel and
                  George Karypis and
                  Vipin Kumar},
  title        = {Dynamic Repartitioning of Adaptively Refined Meshes},
  booktitle    = {Proceedings of the {ACM/IEEE} Conference on Supercomputing, {SC} 1998,
                  November 7-13, 1998, Orlando, FL, {USA}},
  pages        = {29},
  publisher    = {{IEEE} Computer Society},
  year         = {1998},
  url          = {https://doi.org/10.1109/SC.1998.10025},
  doi          = {10.1109/SC.1998.10025},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/SchloegelKK98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/srds/SchloegelKK98,
  author       = {Kirk Schloegel and
                  George Karypis and
                  Vipin Kumar},
  title        = {Load Balancing of Dynamic and Adaptive Mesh-Based Computations},
  booktitle    = {The Seventeenth Symposium on Reliable Distributed Systems, {SRDS}
                  1998, West Lafayette, Indiana, USA, October 20-22, 1998, Proceedings},
  pages        = {311},
  publisher    = {{IEEE} Computer Society},
  year         = {1998},
  url          = {https://doi.org/10.1109/RELDIS.1998.740514},
  doi          = {10.1109/RELDIS.1998.740514},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/srds/SchloegelKK98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/SchloegelKK97,
  author       = {Kirk Schloegel and
                  George Karypis and
                  Vipin Kumar},
  title        = {Multilevel Diffusion Schemes for Repartitioning of Adaptive Meshes},
  journal      = {J. Parallel Distributed Comput.},
  volume       = {47},
  number       = {2},
  pages        = {109--124},
  year         = {1997},
  url          = {https://doi.org/10.1006/jpdc.1997.1410},
  doi          = {10.1006/JPDC.1997.1410},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jpdc/SchloegelKK97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/GuptaKK97,
  author       = {Anshul Gupta and
                  George Karypis and
                  Vipin Kumar},
  title        = {Highly Scalable Parallel Algorithms for Sparse Matrix Factorization},
  journal      = {{IEEE} Trans. Parallel Distributed Syst.},
  volume       = {8},
  number       = {5},
  pages        = {502--520},
  year         = {1997},
  url          = {https://doi.org/10.1109/71.598277},
  doi          = {10.1109/71.598277},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tpds/GuptaKK97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dac/KarypisAKS97,
  author       = {George Karypis and
                  Rajat Aggarwal and
                  Vipin Kumar and
                  Shashi Shekhar},
  editor       = {Ellen J. Yoffa and
                  Giovanni De Micheli and
                  Jan M. Rabaey},
  title        = {Multilevel Hypergraph Partitioning: Application in {VLSI} Domain},
  booktitle    = {Proceedings of the 34st Conference on Design Automation, Anaheim,
                  California, USA, Anaheim Convention Center, June 9-13, 1997},
  pages        = {526--529},
  publisher    = {{ACM} Press},
  year         = {1997},
  url          = {https://doi.org/10.1145/266021.266273},
  doi          = {10.1145/266021.266273},
  timestamp    = {Mon, 08 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dac/KarypisAKS97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmkd/HanKKM97,
  author       = {Eui{-}Hong Han and
                  George Karypis and
                  Vipin Kumar and
                  Bamshad Mobasher},
  title        = {Clustering Based On Association Rule Hypergraphs},
  booktitle    = {Workshop on Research Issues on Data Mining and Knowledge Discovery,
                  {DMKD} 1997 in cooperation with {ACM} SIGMOD'97, Tucson, Arizona,
                  USA, May 11, 1997},
  year         = {1997},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dmkd/HanKKM97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/SchloegelKK97,
  author       = {Kirk Schloegel and
                  George Karypis and
                  Vipin Kumar},
  editor       = {Christian Lengauer and
                  Martin Griebl and
                  Sergei Gorlatch},
  title        = {Repartitioning of Adaptive Meshes: Experiments with Multilevel Diffusion},
  booktitle    = {Euro-Par '97 Parallel Processing, Third International Euro-Par Conference,
                  Passau, Germany, August 26-29, 1997, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1300},
  pages        = {945--949},
  publisher    = {Springer},
  year         = {1997},
  url          = {https://doi.org/10.1007/BFb0002837},
  doi          = {10.1007/BFB0002837},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/europar/SchloegelKK97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hipc/JoshiGKK97,
  author       = {Mahesh V. Joshi and
                  Anshul Gupta and
                  George Karypis and
                  Vipin Kumar},
  title        = {A high performance two dimensional scalable parallel algorithm for
                  solving sparse triangular systems},
  booktitle    = {Proceedings of the Fourth International on High-Performance Computing,
                  HiPC 1997, Bangalore, India, 18-21 December, 1997},
  pages        = {137--143},
  publisher    = {{IEEE} Computer Society},
  year         = {1997},
  url          = {https://doi.org/10.1109/HIPC.1997.634484},
  doi          = {10.1109/HIPC.1997.634484},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hipc/JoshiGKK97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/GuptaGJKK97,
  author       = {Anshul Gupta and
                  Fred G. Gustavson and
                  Mahesh V. Joshi and
                  George Karypis and
                  Vipin Kumar},
  title        = {Design and Implementation of a Scalable Parallel Direct Solver for
                  Sparse Symmetric Positive Definite Systems: Preliminary Results},
  booktitle    = {Proceedings of the Eighth {SIAM} Conference on Parallel Processing
                  for Scientific Computing, {PPSC} 1997, Hyatt Regency Minneapolis on
                  Nicollel Mall Hotel, Minneapolis, Minnesota, USA, March 14-17, 1997},
  publisher    = {{SIAM}},
  year         = {1997},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ppsc/GuptaGJKK97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/KarypisK97,
  author       = {George Karypis and
                  Vipin Kumar},
  title        = {A Coarse-Grain Parallel Formulation of Multilevel k-way Graph Partitioning
                  Algorithm},
  booktitle    = {Proceedings of the Eighth {SIAM} Conference on Parallel Processing
                  for Scientific Computing, {PPSC} 1997, Hyatt Regency Minneapolis on
                  Nicollel Mall Hotel, Minneapolis, Minnesota, USA, March 14-17, 1997},
  publisher    = {{SIAM}},
  year         = {1997},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ppsc/KarypisK97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/KumarKG97,
  author       = {Vipin Kumar and
                  George Karypis and
                  Ananth Grama},
  title        = {Role of Message-Passing in Performance Oriented Parallel Programming},
  booktitle    = {Proceedings of the Eighth {SIAM} Conference on Parallel Processing
                  for Scientific Computing, {PPSC} 1997, Hyatt Regency Minneapolis on
                  Nicollel Mall Hotel, Minneapolis, Minnesota, USA, March 14-17, 1997},
  publisher    = {{SIAM}},
  year         = {1997},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ppsc/KumarKG97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KarypisK97,
  author       = {George Karypis and
                  Vipin Kumar},
  title        = {Parallel Threshold-based {ILU} Factorization},
  booktitle    = {Proceedings of the {ACM/IEEE} Conference on Supercomputing, {SC} 1997,
                  November 15-21, 1997, San Jose, CA, {USA}},
  pages        = {28},
  publisher    = {{ACM}},
  year         = {1997},
  url          = {https://doi.org/10.1145/509593.509621},
  doi          = {10.1145/509593.509621},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/KarypisK97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/HanKK97,
  author       = {Eui{-}Hong Han and
                  George Karypis and
                  Vipin Kumar},
  editor       = {Joan Peckham},
  title        = {Scalable Parallel Data Mining for Association Rules},
  booktitle    = {{SIGMOD} 1997, Proceedings {ACM} {SIGMOD} International Conference
                  on Management of Data, May 13-15, 1997, Tucson, Arizona, {USA}},
  pages        = {277--288},
  publisher    = {{ACM} Press},
  year         = {1997},
  url          = {https://doi.org/10.1145/253260.253330},
  doi          = {10.1145/253260.253330},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigmod/HanKK97.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/KarypisK96,
  author       = {George Karypis and
                  Vipin Kumar},
  title        = {Parallel Multilevel Graph Partitioning},
  booktitle    = {Proceedings of {IPPS} '96, The 10th International Parallel Processing
                  Symposium, April 15-19, 1996, Honolulu, Hawaii, {USA}},
  pages        = {314--319},
  publisher    = {{IEEE} Computer Society},
  year         = {1996},
  url          = {https://doi.org/10.1109/IPPS.1996.508075},
  doi          = {10.1109/IPPS.1996.508075},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/KarypisK96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KarypisK96,
  author       = {George Karypis and
                  Vipin Kumar},
  title        = {Parallel Multilevel k-way Partitioning Scheme for Irregular Graphs},
  booktitle    = {Proceedings of the 1996 {ACM/IEEE} Conference on Supercomputing, November
                  17-22, 1996, Pittsburgh, PA, {USA}},
  pages        = {35},
  publisher    = {{IEEE} Computer Society},
  year         = {1996},
  url          = {https://doi.ieeecomputersociety.org/10.1109/SC.1996.32},
  doi          = {10.1109/SC.1996.32},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/KarypisK96.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpp/KarypisK95,
  author       = {George Karypis and
                  Vipin Kumar},
  editor       = {Kyle A. Gallivan},
  title        = {Multilevel Graph Partitioning Schemes},
  booktitle    = {Proceedings of the 1995 International Conference on Parallel Processing,
                  Urbana-Champain, Illinois, USA, August 14-18, 1995. Volume {III:}
                  Algorithms {\&} Applications},
  pages        = {113--122},
  publisher    = {{CRC} Press},
  year         = {1995},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icpp/KarypisK95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsc/KarypisGK95,
  author       = {George Karypis and
                  Anshul Gupta and
                  Vipin Kumar},
  editor       = {David H. Bailey and
                  Petter E. Bj{\o}rstad and
                  John R. Gilbert and
                  Michael Mascagni and
                  Robert S. Schreiber and
                  Horst D. Simon and
                  Virginia Torczon and
                  Layne T. Watson},
  title        = {A Highly Parallel Interior Point Algorithm},
  booktitle    = {Proceedings of the Seventh {SIAM} Conference on Parallel Processing
                  for Scientific Computing, {PPSC} 1995, San Francisco, California,
                  USA, February 15-17, 1995},
  pages        = {110--112},
  publisher    = {{SIAM}},
  year         = {1995},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ppsc/KarypisGK95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KarypisK95,
  author       = {George Karypis and
                  Vipin Kumar},
  editor       = {Sidney Karin},
  title        = {Analysis of Multilevel Graph Partitioning},
  booktitle    = {Proceedings Supercomputing '95, San Diego, CA, USA, December 4-8,
                  1995},
  pages        = {29},
  publisher    = {{ACM}},
  year         = {1995},
  url          = {https://doi.org/10.1145/224170.224229},
  doi          = {10.1145/224170.224229},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/KarypisK95.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/bc/KumarGGK94,
  author       = {Vipin Kumar and
                  Ananth Grama and
                  Anshul Gupta and
                  George Karypis},
  title        = {Introduction to Parallel Computing},
  publisher    = {Benjamin/Cummings},
  year         = {1994},
  isbn         = {0-8053-3170-0},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/bc/KumarGGK94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/KarypisK94,
  author       = {George Karypis and
                  Vipin Kumar},
  title        = {Unstructured Tree Search on {SIMD} Parallel Computers},
  journal      = {{IEEE} Trans. Parallel Distributed Syst.},
  volume       = {5},
  number       = {10},
  pages        = {1057--1072},
  year         = {1994},
  url          = {https://doi.org/10.1109/71.313122},
  doi          = {10.1109/71.313122},
  timestamp    = {Thu, 28 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tpds/KarypisK94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dimacs/KarypisGK94,
  author       = {George Karypis and
                  Anshul Gupta and
                  Vipin Kumar},
  editor       = {Panos M. Pardalos and
                  Mauricio G. C. Resende and
                  K. G. Ramakrishnan},
  title        = {Experiences with a Parallel Formulation of an Interior Point Algorithm},
  booktitle    = {Workshop on Parallel Processing of Discrete Optimization Problems,
                  Proceedings of a {DIMACS} Workshop, Princeton, New Jersey, USA, April
                  28-29, 1994},
  series       = {{DIMACS} Series in Discrete Mathematics and Theoretical Computer Science},
  volume       = {22},
  pages        = {163--180},
  publisher    = {{DIMACS/AMS}},
  year         = {1994},
  url          = {https://doi.org/10.1090/dimacs/022/07},
  doi          = {10.1090/DIMACS/022/07},
  timestamp    = {Mon, 22 May 2023 16:07:35 +0200},
  biburl       = {https://dblp.org/rec/conf/dimacs/KarypisGK94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KarypisGK94,
  author       = {George Karypis and
                  Anshul Gupta and
                  Vipin Kumar},
  editor       = {Gary M. Johnson},
  title        = {A parallel formulation of interior point algorithms},
  booktitle    = {Proceedings Supercomputing '94, Washington, DC, USA, November 14-18,
                  1994},
  pages        = {204--213},
  publisher    = {{IEEE} Computer Society},
  year         = {1994},
  url          = {https://doi.org/10.1109/SUPERC.1994.344280},
  doi          = {10.1109/SUPERC.1994.344280},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/KarypisGK94.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/KarypisK93,
  author       = {George Karypis and
                  Vipin Kumar},
  title        = {Efficient Parallel Mappings of a Dynamic Programming Algorithm: {A}
                  Summary of Results},
  booktitle    = {The Seventh International Parallel Processing Symposium, Proceedings,
                  Newport Beach, California, USA, April 13-16, 1993},
  pages        = {563--568},
  publisher    = {{IEEE} Computer Society},
  year         = {1993},
  url          = {https://doi.org/10.1109/IPPS.1993.262817},
  doi          = {10.1109/IPPS.1993.262817},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ipps/KarypisK93.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/KarypisK92,
  author       = {George Karypis and
                  Vipin Kumar},
  editor       = {Robert Werner},
  title        = {Unstructured Tree Search on {SIMD} Parallel Computers: {A} Summary
                  of Results},
  booktitle    = {Proceedings Supercomputing '92, Minneapolis, MN, USA, November 16-20,
                  1992},
  pages        = {453--462},
  publisher    = {{IEEE} Computer Society},
  year         = {1992},
  url          = {https://doi.org/10.1109/SUPERC.1992.236658},
  doi          = {10.1109/SUPERC.1992.236658},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sc/KarypisK92.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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