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ORCIDBibTeX records: Jure Leskovec
@inproceedings{DBLP:conf/aaai/WuNZEL24,
author = {Tailin Wu and
Willie Neiswanger and
Hongtao Zheng and
Stefano Ermon and
Jure Leskovec},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Uncertainty Quantification for Forward and Inverse Problems of PDEs
via Latent Global Evolution},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {320--328},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i1.27785},
doi = {10.1609/AAAI.V38I1.27785},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WuNZEL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-03134,
author = {Paridhi Maheshwari and
Hongyu Ren and
Yanan Wang and
Rok Sosic and
Jure Leskovec},
title = {TimeGraphs: Graph-based Temporal Reasoning},
journal = {CoRR},
volume = {abs/2401.03134},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.03134},
doi = {10.48550/ARXIV.2401.03134},
eprinttype = {arXiv},
eprint = {2401.03134},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-03134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-11037,
author = {Minkai Xu and
Jiaqi Han and
Aaron Lou and
Jean Kossaifi and
Arvind Ramanathan and
Kamyar Azizzadenesheli and
Jure Leskovec and
Stefano Ermon and
Anima Anandkumar},
title = {Equivariant Graph Neural Operator for Modeling 3D Dynamics},
journal = {CoRR},
volume = {abs/2401.11037},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.11037},
doi = {10.48550/ARXIV.2401.11037},
eprinttype = {arXiv},
eprint = {2401.11037},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-11037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-13171,
author = {Tailin Wu and
Takashi Maruyama and
Long Wei and
Tao Zhang and
Yilun Du and
Gianluca Iaccarino and
Jure Leskovec},
title = {Compositional Generative Inverse Design},
journal = {CoRR},
volume = {abs/2401.13171},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.13171},
doi = {10.48550/ARXIV.2401.13171},
eprinttype = {arXiv},
eprint = {2401.13171},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-13171.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08383,
author = {Tailin Wu and
Willie Neiswanger and
Hongtao Zheng and
Stefano Ermon and
Jure Leskovec},
title = {Uncertainty Quantification for Forward and Inverse Problems of PDEs
via Latent Global Evolution},
journal = {CoRR},
volume = {abs/2402.08383},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08383},
doi = {10.48550/ARXIV.2402.08383},
eprinttype = {arXiv},
eprint = {2402.08383},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08383.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14367,
author = {Rex Ying and
Tianyu Fu and
Andrew Wang and
Jiaxuan You and
Yu Wang and
Jure Leskovec},
title = {Representation Learning for Frequent Subgraph Mining},
journal = {CoRR},
volume = {abs/2402.14367},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14367},
doi = {10.48550/ARXIV.2402.14367},
eprinttype = {arXiv},
eprint = {2402.14367},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18697,
author = {Serina Chang and
Frederic Koehler and
Zhaonan Qu and
Jure Leskovec and
Johan Ugander},
title = {Inferring Dynamic Networks from Marginals with Iterative Proportional
Fitting},
journal = {CoRR},
volume = {abs/2402.18697},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18697},
doi = {10.48550/ARXIV.2402.18697},
eprinttype = {arXiv},
eprint = {2402.18697},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-00776,
author = {Weihua Hu and
Yiwen Yuan and
Zecheng Zhang and
Akihiro Nitta and
Kaidi Cao and
Vid Kocijan and
Jure Leskovec and
Matthias Fey},
title = {PyTorch Frame: {A} Modular Framework for Multi-Modal Tabular Learning},
journal = {CoRR},
volume = {abs/2404.00776},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.00776},
doi = {10.48550/ARXIV.2404.00776},
eprinttype = {arXiv},
eprint = {2404.00776},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-00776.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-01340,
author = {Jialin Chen and
Jan Eric Lenssen and
Aosong Feng and
Weihua Hu and
Matthias Fey and
Leandros Tassiulas and
Jure Leskovec and
Rex Ying},
title = {From Similarity to Superiority: Channel Clustering for Time Series
Forecasting},
journal = {CoRR},
volume = {abs/2404.01340},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.01340},
doi = {10.48550/ARXIV.2404.01340},
eprinttype = {arXiv},
eprint = {2404.01340},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-01340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/BenjaminMAAABBBBCFHHHHJJLMMRSSSSSSW23,
author = {Daniel M. Benjamin and
Fred Morstatter and
Ali E. Abbas and
Andr{\'{e}}s Abeliuk and
Pavel Atanasov and
Stephen Bennett and
Andreas Beger and
Saurabh Birari and
David V. Budescu and
Michele Catasta and
Emilio Ferrara and
Lucas Haravitch and
Mark Himmelstein and
K. S. M. Tozammel Hossain and
Yuzhong Huang and
Woojeong Jin and
Regina Joseph and
Jure Leskovec and
Akira Matsui and
Mehrnoosh Mirtaheri and
Xiang Ren and
Gleb Satyukov and
Rajiv Sethi and
Amandeep Singh and
Rok Sosic and
Mark Steyvers and
Pedro A. Szekely and
Michael D. Ward and
Aram Galstyan},
title = {Hybrid forecasting of geopolitical events\({}^{\mbox{{\textdagger}}}\)},
journal = {{AI} Mag.},
volume = {44},
number = {1},
pages = {112--128},
year = {2023},
url = {https://doi.org/10.1002/aaai.12085},
doi = {10.1002/AAAI.12085},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/BenjaminMAAABBBBCFHHHHJJLMMRSSSSSSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/FouladvandGNSNJ23,
author = {Sajjad Fouladvand and
Federico Reyes Gomez and
Hamed Nilforoshan and
Matthew Schwede and
Morteza Noshad and
Olivia Jee and
Jiaxuan You and
Rok Sosic and
Jure Leskovec and
Jonathan H. Chen},
title = {Graph-based clinical recommender: Predicting specialists procedure
orders using graph representation learning},
journal = {J. Biomed. Informatics},
volume = {143},
pages = {104407},
year = {2023},
url = {https://doi.org/10.1016/j.jbi.2023.104407},
doi = {10.1016/J.JBI.2023.104407},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/FouladvandGNSNJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/WangFD0HLCLKDAB23,
author = {Hanchen Wang and
Tianfan Fu and
Yuanqi Du and
Wenhao Gao and
Kexin Huang and
Ziming Liu and
Payal Chandak and
Shengchao Liu and
Peter Van Katwyk and
Andreea Deac and
Anima Anandkumar and
Karianne Bergen and
Carla P. Gomes and
Shirley Ho and
Pushmeet Kohli and
Joan Lasenby and
Jure Leskovec and
Tie{-}Yan Liu and
Arjun Manrai and
Debora S. Marks and
Bharath Ramsundar and
Le Song and
Jimeng Sun and
Jian Tang and
Petar Velickovic and
Max Welling and
Linfeng Zhang and
Connor W. Coley and
Yoshua Bengio and
Marinka Zitnik},
title = {Scientific discovery in the age of artificial intelligence},
journal = {Nat.},
volume = {620},
number = {7972},
pages = {47--60},
year = {2023},
url = {https://doi.org/10.1038/s41586-023-06221-2},
doi = {10.1038/S41586-023-06221-2},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/WangFD0HLCLKDAB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/NilforoshanLPVF23,
author = {Hamed Nilforoshan and
Wenli Looi and
Emma Pierson and
Blanca Villanueva and
Nic Fishman and
Yiling Chen and
John Sholar and
Beth Redbird and
David Grusky and
Jure Leskovec},
title = {Human mobility networks reveal increased segregation in large cities},
journal = {Nat.},
volume = {624},
number = {7992},
pages = {586--592},
year = {2023},
url = {https://doi.org/10.1038/s41586-023-06757-3},
doi = {10.1038/S41586-023-06757-3},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nature/NilforoshanLPVF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/BaiCKLS23,
author = {Chongyang Bai and
Haipeng Chen and
Srijan Kumar and
Jure Leskovec and
V. S. Subrahmanian},
title = {{M2P2:} Multimodal Persuasion Prediction Using Adaptive Fusion},
journal = {{IEEE} Trans. Multim.},
volume = {25},
pages = {942--952},
year = {2023},
url = {https://doi.org/10.1109/TMM.2021.3134168},
doi = {10.1109/TMM.2021.3134168},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmm/BaiCKLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChangVLU23,
author = {Serina Chang and
Damir Vrabac and
Jure Leskovec and
Johan Ugander},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Estimating Geographic Spillover Effects of {COVID-19} Policies from
Large-Scale Mobility Networks},
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 = {14161--14169},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i12.26657},
doi = {10.1609/AAAI.V37I12.26657},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChangVLU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/0002YRWL23,
author = {Yanan Wang and
Michihiro Yasunaga and
Hongyu Ren and
Shinya Wada and
Jure Leskovec},
title = {{VQA-GNN:} Reasoning with Multimodal Knowledge via Graph Neural Networks
for Visual Question Answering},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {21525--21535},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.01973},
doi = {10.1109/ICCV51070.2023.01973},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/0002YRWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CaoYLL23,
author = {Kaidi Cao and
Jiaxuan You and
Jiaju Liu and
Jure Leskovec},
title = {AutoTransfer: AutoML with Knowledge Transfer - An Application to Graph
Neural Networks},
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=y81ppNf\_vg},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CaoYLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WuMZWL23,
author = {Tailin Wu and
Takashi Maruyama and
Qingqing Zhao and
Gordon Wetzstein and
Jure Leskovec},
title = {Learning Controllable Adaptive Simulation for Multi-resolution Physics},
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=PbfgkZ2HdbE},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WuMZWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuPDEL23,
author = {Minkai Xu and
Alexander S. Powers and
Ron O. Dror and
Stefano Ermon and
Jure Leskovec},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Geometric Latent Diffusion Models for 3D Molecule Generation},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {38592--38610},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/xu23n.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/XuPDEL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YasunagaAS0LLLZ23,
author = {Michihiro Yasunaga and
Armen Aghajanyan and
Weijia Shi and
Richard James and
Jure Leskovec and
Percy Liang and
Mike Lewis and
Luke Zettlemoyer and
Wen{-}Tau Yih},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Retrieval-Augmented Multimodal Language Modeling},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {39755--39769},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/yasunaga23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YasunagaAS0LLLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XuLJJLE23,
author = {Minkai Xu and
Meng Liu and
Wengong Jin and
Shuiwang Ji and
Jure Leskovec and
Stefano Ermon},
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 = {Graph and Geometry Generative Modeling for Drug Discovery},
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 = {5833--5834},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599559},
doi = {10.1145/3580305.3599559},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XuLJJLE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/MoorHWYDLZRR23,
author = {Michael Moor and
Qian Huang and
Shirley Wu and
Michihiro Yasunaga and
Yash Dalmia and
Jure Leskovec and
Cyril Zakka and
Eduardo Pontes Reis and
Pranav Rajpurkar},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Med-Flamingo: a Multimodal Medical Few-shot Learner},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {353--367},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/moor23a.html},
timestamp = {Tue, 20 Feb 2024 16:30:24 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/MoorHWYDLZRR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CaoPAZZMLP23,
author = {Kaidi Cao and
Phitchaya Mangpo Phothilimthana and
Sami Abu{-}El{-}Haija and
Dustin Zelle and
Yanqi Zhou and
Charith Mendis and
Jure Leskovec and
Bryan Perozzi},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Learning Large Graph Property Prediction via Graph Segment Training},
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/48f8143cebe113f4596e1781771578cd-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CaoPAZZMLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangJCL23,
author = {Kexin Huang and
Ying Jin and
Emmanuel J. Cand{\`{e}}s and
Jure Leskovec},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Uncertainty Quantification over Graph with Conformalized Graph Neural
Networks},
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/54a1495b06c4ee2f07184afb9a37abda-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuangJCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangPDFHRLBRR23,
author = {Shenyang Huang and
Farimah Poursafaei and
Jacob Danovitch and
Matthias Fey and
Weihua Hu and
Emanuele Rossi and
Jure Leskovec and
Michael M. Bronstein and
Guillaume Rabusseau and
Reihaneh Rabbany},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Temporal Graph Benchmark for Machine Learning on Temporal Graphs},
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/066b98e63313162f6562b35962671288-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuangPDFHRLBRR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangRCK0LL23,
author = {Qian Huang and
Hongyu Ren and
Peng Chen and
Gregor Krzmanc and
Daniel Zeng and
Percy Liang and
Jure Leskovec},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {{PRODIGY:} Enabling In-context Learning Over Graphs},
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/34dce0dc3121951dd0399ba02c0f0d06-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuangRCK0LL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeeYMMPGZNTBKPL23,
author = {Tony Lee and
Michihiro Yasunaga and
Chenlin Meng and
Yifan Mai and
Joon Sung Park and
Agrim Gupta and
Yunzhi Zhang and
Deepak Narayanan and
Hannah Teufel and
Marco Bellagente and
Minguk Kang and
Taesung Park and
Jure Leskovec and
Jun{-}Yan Zhu and
Fei{-}Fei Li and
Jiajun Wu and
Stefano Ermon and
Percy Liang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Holistic Evaluation of Text-to-Image Models},
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/dd83eada2c3c74db3c7fe1c087513756-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LeeYMMPGZNTBKPL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LuanHXLZCFLP23,
author = {Sitao Luan and
Chenqing Hua and
Minkai Xu and
Qincheng Lu and
Jiaqi Zhu and
Xiao{-}Wen Chang and
Jie Fu and
Jure Leskovec and
Doina Precup},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {When Do Graph Neural Networks Help with Node Classification? Investigating
the Homophily Principle on Node Distinguishability},
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/5ba11de4c74548071899cf41dec078bf-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LuanHXLZCFLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NilforoshanMRCS23,
author = {Hamed Nilforoshan and
Michael Moor and
Yusuf Roohani and
Yining Chen and
Anja Surina and
Michihiro Yasunaga and
Sara Oblak and
Jure Leskovec},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Zero-shot causal 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/15ddb1773510075ef44981cdb204330b-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NilforoshanMRCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RuizRHL23,
author = {Camilo Ruiz and
Hongyu Ren and
Kexin Huang and
Jure Leskovec},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {High dimensional, tabular deep learning with an auxiliary knowledge
graph},
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/53dd219b6b11abc8ce523921c18c7a3e-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RuizRHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/Leskovec23,
author = {Jure Leskovec},
editor = {Floris Geerts and
Hung Q. Ngo and
Stavros Sintos},
title = {Databases as Graphs: Predictive Queries for Declarative Machine Learning},
booktitle = {Proceedings of the 42nd {ACM} {SIGMOD-SIGACT-SIGAI} Symposium on Principles
of Database Systems, {PODS} 2023, Seattle, WA, USA, June 18-23, 2023},
pages = {1},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3584372.3589939},
doi = {10.1145/3584372.3589939},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pods/Leskovec23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/RosenRBSLL23,
author = {Yanay Rosen and
Yusuf Roohani and
Maria Brbic and
Kyle Swanson and
Ziang Li and
Jure Leskovec},
title = {Towards Universal Cell Embeddings: Integrating Single-cell RNA-seq
Datasets across Species with {SATURN} (Version 1)},
publisher = {Zenodo},
year = {2023},
month = dec,
howpublished = {\url{https://doi.org/10.5281/zenodo.10258202}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.5281/zenodo.10258202},
doi = {10.5281/ZENODO.10258202},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/RosenRBSLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12292,
author = {Hamed Nilforoshan and
Michael Moor and
Yusuf Roohani and
Yining Chen and
Anja Surina and
Michihiro Yasunaga and
Sara Oblak and
Jure Leskovec},
title = {Zero-shot causal learning},
journal = {CoRR},
volume = {abs/2301.12292},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12292},
doi = {10.48550/ARXIV.2301.12292},
eprinttype = {arXiv},
eprint = {2301.12292},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-02055,
author = {Christopher Fifty and
Joseph M. Paggi and
Ehsan Amid and
Jure Leskovec and
Ron O. Dror},
title = {Harnessing Simulation for Molecular Embeddings},
journal = {CoRR},
volume = {abs/2302.02055},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.02055},
doi = {10.48550/ARXIV.2302.02055},
eprinttype = {arXiv},
eprint = {2302.02055},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-02055.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-07666,
author = {Kaidi Cao and
Jiaxuan You and
Jure Leskovec},
title = {Relational Multi-Task Learning: Modeling Relations between Data and
Tasks},
journal = {CoRR},
volume = {abs/2303.07666},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.07666},
doi = {10.48550/ARXIV.2303.07666},
eprinttype = {arXiv},
eprint = {2303.07666},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-07666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-07669,
author = {Kaidi Cao and
Jiaxuan You and
Jiaju Liu and
Jure Leskovec},
title = {AutoTransfer: AutoML with Knowledge Transfer - An Application to Graph
Neural Networks},
journal = {CoRR},
volume = {abs/2303.07669},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.07669},
doi = {10.48550/ARXIV.2303.07669},
eprinttype = {arXiv},
eprint = {2303.07669},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-07669.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-14617,
author = {Hongyu Ren and
Mikhail Galkin and
Michael Cochez and
Zhaocheng Zhu and
Jure Leskovec},
title = {Neural Graph Reasoning: Complex Logical Query Answering Meets Graph
Databases},
journal = {CoRR},
volume = {abs/2303.14617},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.14617},
doi = {10.48550/ARXIV.2303.14617},
eprinttype = {arXiv},
eprint = {2303.14617},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-14617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-14274,
author = {Sitao Luan and
Chenqing Hua and
Minkai Xu and
Qincheng Lu and
Jiaqi Zhu and
Xiao{-}Wen Chang and
Jie Fu and
Jure Leskovec and
Doina Precup},
title = {When Do Graph Neural Networks Help with Node Classification: Investigating
the Homophily Principle on Node Distinguishability},
journal = {CoRR},
volume = {abs/2304.14274},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.14274},
doi = {10.48550/ARXIV.2304.14274},
eprinttype = {arXiv},
eprint = {2304.14274},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-14274.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-01122,
author = {Tailin Wu and
Takashi Maruyama and
Qingqing Zhao and
Gordon Wetzstein and
Jure Leskovec},
title = {Learning Controllable Adaptive Simulation for Multi-resolution Physics},
journal = {CoRR},
volume = {abs/2305.01122},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.01122},
doi = {10.48550/ARXIV.2305.01122},
eprinttype = {arXiv},
eprint = {2305.01122},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-01122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-01140,
author = {Minkai Xu and
Alexander S. Powers and
Ron O. Dror and
Stefano Ermon and
Jure Leskovec},
title = {Geometric Latent Diffusion Models for 3D Molecule Generation},
journal = {CoRR},
volume = {abs/2305.01140},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.01140},
doi = {10.48550/ARXIV.2305.01140},
eprinttype = {arXiv},
eprint = {2305.01140},
timestamp = {Thu, 17 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-01140.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-12322,
author = {Kaidi Cao and
Phitchaya Mangpo Phothilimthana and
Sami Abu{-}El{-}Haija and
Dustin Zelle and
Yanqi Zhou and
Charith Mendis and
Jure Leskovec and
Bryan Perozzi},
title = {Learning Large Graph Property Prediction via Graph Segment Training},
journal = {CoRR},
volume = {abs/2305.12322},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.12322},
doi = {10.48550/ARXIV.2305.12322},
eprinttype = {arXiv},
eprint = {2305.12322},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-12322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-12600,
author = {Qian Huang and
Hongyu Ren and
Peng Chen and
Gregor Krzmanc and
Daniel Zeng and
Percy Liang and
Jure Leskovec},
title = {{PRODIGY:} Enabling In-context Learning Over Graphs},
journal = {CoRR},
volume = {abs/2305.12600},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.12600},
doi = {10.48550/ARXIV.2305.12600},
eprinttype = {arXiv},
eprint = {2305.12600},
timestamp = {Fri, 26 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-12600.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14535,
author = {Kexin Huang and
Ying Jin and
Emmanuel J. Cand{\`{e}}s and
Jure Leskovec},
title = {Uncertainty Quantification over Graph with Conformalized Graph Neural
Networks},
journal = {CoRR},
volume = {abs/2305.14535},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14535},
doi = {10.48550/ARXIV.2305.14535},
eprinttype = {arXiv},
eprint = {2305.14535},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04766,
author = {Camilo Ruiz and
Hongyu Ren and
Kexin Huang and
Jure Leskovec},
title = {Enabling tabular deep learning when d {\(\gg\)} n with an auxiliary
knowledge graph},
journal = {CoRR},
volume = {abs/2306.04766},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.04766},
doi = {10.48550/ARXIV.2306.04766},
eprinttype = {arXiv},
eprint = {2306.04766},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-04766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-01026,
author = {Shenyang Huang and
Farimah Poursafaei and
Jacob Danovitch and
Matthias Fey and
Weihua Hu and
Emanuele Rossi and
Jure Leskovec and
Michael M. Bronstein and
Guillaume Rabusseau and
Reihaneh Rabbany},
title = {Temporal Graph Benchmark for Machine Learning on Temporal Graphs},
journal = {CoRR},
volume = {abs/2307.01026},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.01026},
doi = {10.48550/ARXIV.2307.01026},
eprinttype = {arXiv},
eprint = {2307.01026},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-01026.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08423,
author = {Xuan Zhang and
Limei Wang and
Jacob Helwig and
Youzhi Luo and
Cong Fu and
Yaochen Xie and
Meng Liu and
Yuchao Lin and
Zhao Xu and
Keqiang Yan and
Keir Adams and
Maurice Weiler and
Xiner Li and
Tianfan Fu and
Yucheng Wang and
Haiyang Yu and
Yuqing Xie and
Xiang Fu and
Alex Strasser and
Shenglong Xu and
Yi Liu and
Yuanqi Du and
Alexandra Saxton and
Hongyi Ling and
Hannah Lawrence and
Hannes St{\"{a}}rk and
Shurui Gui and
Carl Edwards and
Nicholas Gao and
Adriana Ladera and
Tailin Wu and
Elyssa F. Hofgard and
Aria Mansouri Tehrani and
Rui Wang and
Ameya Daigavane and
Montgomery Bohde and
Jerry Kurtin and
Qian Huang and
Tuong Phung and
Minkai Xu and
Chaitanya K. Joshi and
Simon V. Mathis and
Kamyar Azizzadenesheli and
Ada Fang and
Al{\'{a}}n Aspuru{-}Guzik and
Erik J. Bekkers and
Michael M. Bronstein and
Marinka Zitnik and
Anima Anandkumar and
Stefano Ermon and
Pietro Li{\`{o}} and
Rose Yu and
Stephan G{\"{u}}nnemann and
Jure Leskovec and
Heng Ji and
Jimeng Sun and
Regina Barzilay and
Tommi S. Jaakkola and
Connor W. Coley and
Xiaoning Qian and
Xiaofeng Qian and
Tess E. Smidt and
Shuiwang Ji},
title = {Artificial Intelligence for Science in Quantum, Atomistic, and Continuum
Systems},
journal = {CoRR},
volume = {abs/2307.08423},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08423},
doi = {10.48550/ARXIV.2307.08423},
eprinttype = {arXiv},
eprint = {2307.08423},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-15189,
author = {Michael Moor and
Qian Huang and
Shirley Wu and
Michihiro Yasunaga and
Cyril Zakka and
Yash Dalmia and
Eduardo Pontes Reis and
Pranav Rajpurkar and
Jure Leskovec},
title = {Med-Flamingo: a Multimodal Medical Few-shot Learner},
journal = {CoRR},
volume = {abs/2307.15189},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.15189},
doi = {10.48550/ARXIV.2307.15189},
eprinttype = {arXiv},
eprint = {2307.15189},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-15189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-02117,
author = {Ling Yang and
Ye Tian and
Minkai Xu and
Zhongyi Liu and
Shenda Hong and
Wei Qu and
Wentao Zhang and
Bin Cui and
Muhan Zhang and
Jure Leskovec},
title = {VQGraph: Graph Vector-Quantization for Bridging GNNs and MLPs},
journal = {CoRR},
volume = {abs/2308.02117},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.02117},
doi = {10.48550/ARXIV.2308.02117},
eprinttype = {arXiv},
eprint = {2308.02117},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-02117.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-03209,
author = {Kaidi Cao and
Rui Deng and
Shirley Wu and
Edward W. Huang and
Karthik Subbian and
Jure Leskovec},
title = {Communication-Free Distributed {GNN} Training with Vertex Cut},
journal = {CoRR},
volume = {abs/2308.03209},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.03209},
doi = {10.48550/ARXIV.2308.03209},
eprinttype = {arXiv},
eprint = {2308.03209},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-03209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01714,
author = {Michihiro Yasunaga and
Xinyun Chen and
Yujia Li and
Panupong Pasupat and
Jure Leskovec and
Percy Liang and
Ed H. Chi and
Denny Zhou},
title = {Large Language Models as Analogical Reasoners},
journal = {CoRR},
volume = {abs/2310.01714},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01714},
doi = {10.48550/ARXIV.2310.01714},
eprinttype = {arXiv},
eprint = {2310.01714},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-01714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03302,
author = {Qian Huang and
Jian Vora and
Percy Liang and
Jure Leskovec},
title = {Benchmarking Large Language Models As {AI} Research Agents},
journal = {CoRR},
volume = {abs/2310.03302},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03302},
doi = {10.48550/ARXIV.2310.03302},
eprinttype = {arXiv},
eprint = {2310.03302},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03302.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08863,
author = {Christopher Fifty and
Jure Leskovec and
Sebastian Thrun},
title = {In-Context Learning for Few-Shot Molecular Property Prediction},
journal = {CoRR},
volume = {abs/2310.08863},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08863},
doi = {10.48550/ARXIV.2310.08863},
eprinttype = {arXiv},
eprint = {2310.08863},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08863.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-10971,
author = {Christopher Fifty and
Dennis Duan and
Ronald G. Junkins and
Ehsan Amid and
Jure Leskovec and
Christopher R{\'{e}} and
Sebastian Thrun},
title = {Context-Aware Meta-Learning},
journal = {CoRR},
volume = {abs/2310.10971},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.10971},
doi = {10.48550/ARXIV.2310.10971},
eprinttype = {arXiv},
eprint = {2310.10971},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-10971.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-04287,
author = {Tony Lee and
Michihiro Yasunaga and
Chenlin Meng and
Yifan Mai and
Joon Sung Park and
Agrim Gupta and
Yunzhi Zhang and
Deepak Narayanan and
Hannah Benita Teufel and
Marco Bellagente and
Minguk Kang and
Taesung Park and
Jure Leskovec and
Jun{-}Yan Zhu and
Li Fei{-}Fei and
Jiajun Wu and
Stefano Ermon and
Percy Liang},
title = {Holistic Evaluation of Text-To-Image Models},
journal = {CoRR},
volume = {abs/2311.04287},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.04287},
doi = {10.48550/ARXIV.2311.04287},
eprinttype = {arXiv},
eprint = {2311.04287},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-04287.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-04615,
author = {Matthias Fey and
Weihua Hu and
Kexin Huang and
Jan Eric Lenssen and
Rishabh Ranjan and
Joshua Robinson and
Rex Ying and
Jiaxuan You and
Jure Leskovec},
title = {Relational Deep Learning: Graph Representation Learning on Relational
Databases},
journal = {CoRR},
volume = {abs/2312.04615},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.04615},
doi = {10.48550/ARXIV.2312.04615},
eprinttype = {arXiv},
eprint = {2312.04615},
timestamp = {Wed, 03 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-04615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-04693,
author = {Shirley Wu and
Kaidi Cao and
Bruno Ribeiro and
James Zou and
Jure Leskovec},
title = {GraphMETRO: Mitigating Complex Distribution Shifts in GNNs via Mixture
of Aligned Experts},
journal = {CoRR},
volume = {abs/2312.04693},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.04693},
doi = {10.48550/ARXIV.2312.04693},
eprinttype = {arXiv},
eprint = {2312.04693},
timestamp = {Fri, 12 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-04693.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZafeiriouBCVSLL22,
author = {Stefanos Zafeiriou and
Michael M. Bronstein and
Taco Cohen and
Oriol Vinyals and
Le Song and
Jure Leskovec and
Pietro Li{\`{o}} and
Joan Bruna and
Marco Gori},
title = {Guest Editorial: Non-Euclidean Machine Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {2},
pages = {723--726},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3129857},
doi = {10.1109/TPAMI.2021.3129857},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/ZafeiriouBCVSLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/GurukarPZKH0RL22,
author = {Saket Gurukar and
Nikil Pancha and
Andrew Zhai and
Eric Kim and
Samson Hu and
Srinivasan Parthasarathy and
Charles Rosenberg and
Jure Leskovec},
title = {MultiBiSage: {A} Web-Scale Recommendation System Using Multiple Bipartite
Graphs at Pinterest},
journal = {Proc. {VLDB} Endow.},
volume = {16},
number = {4},
pages = {781--789},
year = {2022},
url = {https://www.vldb.org/pvldb/vol16/p781-gurukar.pdf},
doi = {10.14778/3574245.3574262},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/GurukarPZKH0RL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/WangL22,
author = {Hongwei Wang and
Jure Leskovec},
title = {Combining Graph Convolutional Neural Networks and Label Propagation},
journal = {{ACM} Trans. Inf. Syst.},
volume = {40},
number = {4},
pages = {73:1--73:27},
year = {2022},
url = {https://doi.org/10.1145/3490478},
doi = {10.1145/3490478},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/WangL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MehrabWCHLTCKSP22,
author = {Zakaria Mehrab and
Mandy L. Wilson and
Serina Chang and
Galen Harrison and
Bryan L. Lewis and
Alex Telionis and
Justin Crow and
Dennis Kim and
Scott Spillmann and
Kate Peters and
Jure Leskovec and
Madhav V. Marathe},
title = {Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution
Sites},
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 = {12573--12579},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i11.21529},
doi = {10.1609/AAAI.V36I11.21529},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MehrabWCHLTCKSP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YasunagaLL22,
author = {Michihiro Yasunaga and
Jure Leskovec and
Percy Liang},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {LinkBERT: Pretraining Language Models with Document Links},
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 = {8003--8016},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.551},
doi = {10.18653/V1/2022.ACL-LONG.551},
timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YasunagaLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001BYRLML22,
author = {Xikun Zhang and
Antoine Bosselut and
Michihiro Yasunaga and
Hongyu Ren and
Percy Liang and
Christopher D. Manning and
Jure Leskovec},
title = {GreaseLM: Graph REASoning Enhanced Language Models},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=41e9o6cQPj},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0001BYRLML22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CaoBL22,
author = {Kaidi Cao and
Maria Brbic and
Jure Leskovec},
title = {Open-World Semi-Supervised Learning},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=O-r8LOR-CCA},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CaoBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CaoYL22,
author = {Kaidi Cao and
Jiaxuan You and
Jure Leskovec},
title = {Relational Multi-Task Learning: Modeling Relations between Data and
Tasks},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=8Py-W8lSUgy},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CaoYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SagawaKLGXSKHYM22,
author = {Shiori Sagawa and
Pang Wei Koh and
Tony Lee and
Irena Gao and
Sang Michael Xie and
Kendrick Shen and
Ananya Kumar and
Weihua Hu and
Michihiro Yasunaga and
Henrik Marklund and
Sara Beery and
Etienne David and
Ian Stavness and
Wei Guo and
Jure Leskovec and
Kate Saenko and
Tatsunori Hashimoto and
Sergey Levine and
Chelsea Finn and
Percy Liang},
title = {Extending the {WILDS} Benchmark for Unsupervised Adaptation},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=z7p2V6KROOV},
timestamp = {Tue, 04 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SagawaKLGXSKHYM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/RenDDCZLS22,
author = {Hongyu Ren and
Hanjun Dai and
Bo Dai and
Xinyun Chen and
Denny Zhou and
Jure Leskovec and
Dale Schuurmans},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {{SMORE:} Knowledge Graph Completion and Multi-hop Reasoning in Massive
Knowledge Graphs},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {1472--1482},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539405},
doi = {10.1145/3534678.3539405},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/RenDDCZLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YouDL22,
author = {Jiaxuan You and
Tianyu Du and
Jure Leskovec},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {{ROLAND:} Graph Learning Framework for Dynamic Graphs},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2358--2366},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539300},
doi = {10.1145/3534678.3539300},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YouDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BaltescuCPZLR22,
author = {Paul Baltescu and
Haoyu Chen and
Nikil Pancha and
Andrew Zhai and
Jure Leskovec and
Charles Rosenberg},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {ItemSage: Learning Product Embeddings for Shopping Recommendations
at Pinterest},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2703--2711},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539170},
doi = {10.1145/3534678.3539170},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BaltescuCPZLR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuBC0SL22,
author = {Weihua Hu and
Rajas Bansal and
Kaidi Cao and
Nikhil Rao and
Karthik Subbian and
Jure Leskovec},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Learning Backward Compatible Embeddings},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {3018--3028},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539194},
doi = {10.1145/3534678.3539194},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HuBC0SL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PanchaZLR22,
author = {Nikil Pancha and
Andrew Zhai and
Jure Leskovec and
Charles Rosenberg},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {PinnerFormer: Sequence Modeling for User Representation at Pinterest},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {3702--3712},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539156},
doi = {10.1145/3534678.3539156},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/PanchaZLR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuWZYCSJHML22,
author = {Tailin Wu and
Qinchen Wang and
Yinan Zhang and
Rex Ying and
Kaidi Cao and
Rok Sosic and
Ridwan Jalali and
Hassan Hamam and
Marko Maucec and
Jure Leskovec},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Learning Large-scale Subsurface Simulations with a Hybrid Graph Network
Simulator},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4184--4194},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539045},
doi = {10.1145/3534678.3539045},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WuWZYCSJHML22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/PandyQCVYLL22,
author = {Michal P{\'{a}}ndy and
Weikang Qiu and
Gabriele Corso and
Petar Velickovic and
Zhitao Ying and
Jure Leskovec and
Pietro Li{\`{o}}},
editor = {Bastian Rieck and
Razvan Pascanu},
title = {Learning Graph Search Heuristics},
booktitle = {Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual
Event},
series = {Proceedings of Machine Learning Research},
volume = {198},
pages = {10},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v198/pandy22a.html},
timestamp = {Fri, 17 Feb 2023 16:29:10 +0100},
biburl = {https://dblp.org/rec/conf/log/PandyQCVYLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangRL22,
author = {Qian Huang and
Hongyu Ren and
Jure Leskovec},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Few-shot Relational Reasoning via Connection Subgraph Pretraining},
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/29de5722d7d2a6946c08d0c0162a1c71-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuangRL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuML22,
author = {Tailin Wu and
Takashi Maruyama and
Jure Leskovec},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Learning to Accelerate Partial Differential Equations via Latent Global
Evolution},
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/0f817dcbad81afb21fb695f1b2e55e44-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WuML22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuTWYLSL22,
author = {Tailin Wu and
Megan Tjandrasuwita and
Zhengxuan Wu and
Xuelin Yang and
Kevin Liu and
Rok Sosic and
Jure Leskovec},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {ZeroC: {A} Neuro-Symbolic Model for Zero-shot Concept Recognition
and Acquisition at Inference Time},
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/3ff48dde82306fe8f26f3e51dd1054d7-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WuTWYLSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YasunagaBR0MLL22,
author = {Michihiro Yasunaga and
Antoine Bosselut and
Hongyu Ren and
Xikun Zhang and
Christopher D. Manning and
Percy Liang and
Jure Leskovec},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Deep Bidirectional Language-Knowledge Graph Pretraining},
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/f224f056694bcfe465c5d84579785761-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YasunagaBR0MLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/PorterML22,
author = {Alexandra M. Porter and
Baharan Mirzasoleiman and
Jure Leskovec},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Analytical Models for Motifs in Temporal Networks},
booktitle = {Companion of The Web Conference 2022, Virtual Event / Lyon, France,
April 25 - 29, 2022},
pages = {903--909},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3487553.3524669},
doi = {10.1145/3487553.3524669},
timestamp = {Thu, 01 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/PorterML22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08860,
author = {Xikun Zhang and
Antoine Bosselut and
Michihiro Yasunaga and
Hongyu Ren and
Percy Liang and
Christopher D. Manning and
Jure Leskovec},
title = {GreaseLM: Graph REASoning Enhanced Language Models for Question Answering},
journal = {CoRR},
volume = {abs/2201.08860},
year = {2022},
url = {https://arxiv.org/abs/2201.08860},
eprinttype = {arXiv},
eprint = {2201.08860},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08860.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-15827,
author = {Michihiro Yasunaga and
Jure Leskovec and
Percy Liang},
title = {LinkBERT: Pretraining Language Models with Document Links},
journal = {CoRR},
volume = {abs/2203.15827},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.15827},
doi = {10.48550/ARXIV.2203.15827},
eprinttype = {arXiv},
eprint = {2203.15827},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-15827.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-16162,
author = {Tim Postuvan and
Jiaxuan You and
Mohammadreza Banaei and
R{\'{e}}mi Lebret and
Jure Leskovec},
title = {AdaGrid: Adaptive Grid Search for Link Prediction Training Objective},
journal = {CoRR},
volume = {abs/2203.16162},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.16162},
doi = {10.48550/ARXIV.2203.16162},
eprinttype = {arXiv},
eprint = {2203.16162},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-16162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-04507,
author = {Nikil Pancha and
Andrew Zhai and
Jure Leskovec and
Charles Rosenberg},
title = {PinnerFormer: Sequence Modeling for User Representation at Pinterest},
journal = {CoRR},
volume = {abs/2205.04507},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.04507},
doi = {10.48550/ARXIV.2205.04507},
eprinttype = {arXiv},
eprint = {2205.04507},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-04507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10666,
author = {Saket Gurukar and
Nikil Pancha and
Andrew Zhai and
Eric Kim and
Samson Hu and
Srinivasan Parthasarathy and
Charles Rosenberg and
Jure Leskovec},
title = {MultiBiSage: {A} Web-Scale Recommendation System Using Multiple Bipartite
Graphs at Pinterest},
journal = {CoRR},
volume = {abs/2205.10666},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10666},
doi = {10.48550/ARXIV.2205.10666},
eprinttype = {arXiv},
eprint = {2205.10666},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-11501,
author = {Yanan Wang and
Michihiro Yasunaga and
Hongyu Ren and
Shinya Wada and
Jure Leskovec},
title = {{VQA-GNN:} Reasoning with Multimodal Semantic Graph for Visual Question
Answering},
journal = {CoRR},
volume = {abs/2205.11501},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.11501},
doi = {10.48550/ARXIV.2205.11501},
eprinttype = {arXiv},
eprint = {2205.11501},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-11501.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-11728,
author = {Paul Baltescu and
Haoyu Chen and
Nikil Pancha and
Andrew Zhai and
Jure Leskovec and
Charles Rosenberg},
title = {ItemSage: Learning Product Embeddings for Shopping Recommendations
at Pinterest},
journal = {CoRR},
volume = {abs/2205.11728},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.11728},
doi = {10.48550/ARXIV.2205.11728},
eprinttype = {arXiv},
eprint = {2205.11728},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-11728.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03040,
author = {Weihua Hu and
Rajas Bansal and
Kaidi Cao and
Nikhil Rao and
Karthik Subbian and
Jure Leskovec},
title = {Learning Backward Compatible Embeddings},
journal = {CoRR},
volume = {abs/2206.03040},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03040},
doi = {10.48550/ARXIV.2206.03040},
eprinttype = {arXiv},
eprint = {2206.03040},
timestamp = {Wed, 15 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07680,
author = {Tailin Wu and
Qinchen Wang and
Yinan Zhang and
Rex Ying and
Kaidi Cao and
Rok Sosic and
Ridwan Jalali and
Hassan Hamam and
Marko Maucec and
Jure Leskovec},
title = {Learning Large-scale Subsurface Simulations with a Hybrid Graph Network
Simulator},
journal = {CoRR},
volume = {abs/2206.07680},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07680},
doi = {10.48550/ARXIV.2206.07680},
eprinttype = {arXiv},
eprint = {2206.07680},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07680.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07681,
author = {Tailin Wu and
Takashi Maruyama and
Jure Leskovec},
title = {Learning to Accelerate Partial Differential Equations via Latent Global
Evolution},
journal = {CoRR},
volume = {abs/2206.07681},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07681},
doi = {10.48550/ARXIV.2206.07681},
eprinttype = {arXiv},
eprint = {2206.07681},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-15049,
author = {Tailin Wu and
Megan Tjandrasuwita and
Zhengxuan Wu and
Xuelin Yang and
Kevin Liu and
Rok Sosic and
Jure Leskovec},
title = {ZeroC: {A} Neuro-Symbolic Model for Zero-shot Concept Recognition
and Acquisition at Inference Time},
journal = {CoRR},
volume = {abs/2206.15049},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.15049},
doi = {10.48550/ARXIV.2206.15049},
eprinttype = {arXiv},
eprint = {2206.15049},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-15049.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-00590,
author = {Daniel Zeng and
Tailin Wu and
Jure Leskovec},
title = {ViRel: Unsupervised Visual Relations Discovery with Graph-level Analogy},
journal = {CoRR},
volume = {abs/2207.00590},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.00590},
doi = {10.48550/ARXIV.2207.00590},
eprinttype = {arXiv},
eprint = {2207.00590},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-00590.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-07239,
author = {Jiaxuan You and
Tianyu Du and
Jure Leskovec},
title = {{ROLAND:} Graph Learning Framework for Dynamic Graphs},
journal = {CoRR},
volume = {abs/2208.07239},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.07239},
doi = {10.48550/ARXIV.2208.07239},
eprinttype = {arXiv},
eprint = {2208.07239},
timestamp = {Wed, 17 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-07239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06722,
author = {Qian Huang and
Hongyu Ren and
Jure Leskovec},
title = {Few-shot Relational Reasoning via Connection Subgraph Pretraining},
journal = {CoRR},
volume = {abs/2210.06722},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06722},
doi = {10.48550/ARXIV.2210.06722},
eprinttype = {arXiv},
eprint = {2210.06722},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07414,
author = {Hamed Nilforoshan and
Wenli Looi and
Emma Pierson and
Blanca Villanueva and
Nic Fishman and
Yiling Chen and
John Sholar and
Beth Redbird and
David Grusky and
Jure Leskovec},
title = {Human interaction networks reveal that large cities facilitate segregation},
journal = {CoRR},
volume = {abs/2210.07414},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07414},
doi = {10.48550/ARXIV.2210.07414},
eprinttype = {arXiv},
eprint = {2210.07414},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07414.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09338,
author = {Michihiro Yasunaga and
Antoine Bosselut and
Hongyu Ren and
Xikun Zhang and
Christopher D. Manning and
Percy Liang and
Jure Leskovec},
title = {Deep Bidirectional Language-Knowledge Graph Pretraining},
journal = {CoRR},
volume = {abs/2210.09338},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09338},
doi = {10.48550/ARXIV.2210.09338},
eprinttype = {arXiv},
eprint = {2210.09338},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09338.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12257,
author = {Shirley Wu and
Jiaxuan You and
Jure Leskovec and
Rex Ying},
title = {Efficient Automatic Machine Learning via Design Graphs},
journal = {CoRR},
volume = {abs/2210.12257},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12257},
doi = {10.48550/ARXIV.2210.12257},
eprinttype = {arXiv},
eprint = {2210.12257},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14843,
author = {Weihua Hu and
Kaidi Cao and
Kexin Huang and
Edward W. Huang and
Karthik Subbian and
Jure Leskovec},
title = {TuneUp: {A} Training Strategy for Improving Generalization of Graph
Neural Networks},
journal = {CoRR},
volume = {abs/2210.14843},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.14843},
doi = {10.48550/ARXIV.2210.14843},
eprinttype = {arXiv},
eprint = {2210.14843},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-14843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-17283,
author = {Mathieu Chevalley and
Yusuf Roohani and
Arash Mehrjou and
Jure Leskovec and
Patrick Schwab},
title = {CausalBench: {A} Large-scale Benchmark for Network Inference from
Single-cell Perturbation Data},
journal = {CoRR},
volume = {abs/2210.17283},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.17283},
doi = {10.48550/ARXIV.2210.17283},
eprinttype = {arXiv},
eprint = {2210.17283},
timestamp = {Thu, 03 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-17283.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-12561,
author = {Michihiro Yasunaga and
Armen Aghajanyan and
Weijia Shi and
Rich James and
Jure Leskovec and
Percy Liang and
Mike Lewis and
Luke Zettlemoyer and
Wen{-}tau Yih},
title = {Retrieval-Augmented Multimodal Language Modeling},
journal = {CoRR},
volume = {abs/2211.12561},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.12561},
doi = {10.48550/ARXIV.2211.12561},
eprinttype = {arXiv},
eprint = {2211.12561},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-12561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-03978,
author = {Michal P{\'{a}}ndy and
Weikang Qiu and
Gabriele Corso and
Petar Velickovic and
Rex Ying and
Jure Leskovec and
Pietro Li{\`{o}}},
title = {Learning Graph Search Heuristics},
journal = {CoRR},
volume = {abs/2212.03978},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.03978},
doi = {10.48550/ARXIV.2212.03978},
eprinttype = {arXiv},
eprint = {2212.03978},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-03978.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-06224,
author = {Serina Chang and
Damir Vrabac and
Jure Leskovec and
Johan Ugander},
title = {Estimating Geographic Spillover Effects of {COVID-19} Policies From
Large-Scale Mobility Networks},
journal = {CoRR},
volume = {abs/2212.06224},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.06224},
doi = {10.48550/ARXIV.2212.06224},
eprinttype = {arXiv},
eprint = {2212.06224},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-06224.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/epjds/PalovicsDL21,
author = {R{\'{o}}bert P{\'{a}}lovics and
Primoz Dolenc and
Jure Leskovec},
title = {Companies under stress: the impact of shocks on the production network},
journal = {{EPJ} Data Sci.},
volume = {10},
number = {1},
pages = {57},
year = {2021},
url = {https://doi.org/10.1140/epjds/s13688-021-00310-w},
doi = {10.1140/EPJDS/S13688-021-00310-W},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/epjds/PalovicsDL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/ChangPKGRGL21,
author = {Serina Chang and
Emma Pierson and
Pang Wei Koh and
Jaline Gerardin and
Beth Redbird and
David Grusky and
Jure Leskovec},
title = {Mobility network models of {COVID-19} explain inequities and inform
reopening},
journal = {Nat.},
volume = {589},
number = {7840},
pages = {82--87},
year = {2021},
url = {https://doi.org/10.1038/s41586-020-2923-3},
doi = {10.1038/S41586-020-2923-3},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/ChangPKGRGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pnas/WestLP21,
author = {Robert West and
Jure Leskovec and
Christopher Potts},
title = {Postmortem memory of public figures in news and social media},
journal = {Proc. Natl. Acad. Sci. {USA}},
volume = {118},
number = {38},
pages = {e2106152118},
year = {2021},
url = {https://doi.org/10.1073/pnas.2106152118},
doi = {10.1073/PNAS.2106152118},
timestamp = {Fri, 13 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pnas/WestLP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigir/KosmerljGL21,
author = {Aljaz Kosmerlj and
Marko Grobelnik and
Jure Leskovec},
title = {Report on the 30th the web conference 2021 (TheWebConf2021)},
journal = {{SIGIR} Forum},
volume = {55},
number = {1},
pages = {12:1--12:9},
year = {2021},
url = {https://doi.org/10.1145/3476415.3476427},
doi = {10.1145/3476415.3476427},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigir/KosmerljGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YouGYL21,
author = {Jiaxuan You and
Jonathan Michael Gomes Selman and
Rex Ying and
Jure Leskovec},
title = {Identity-aware Graph Neural Networks},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {10737--10745},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i12.17283},
doi = {10.1609/AAAI.V35I12.17283},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YouGYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YasunagaLL21,
author = {Michihiro Yasunaga and
Jure Leskovec and
Percy Liang},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {LM-Critic: Language Models for Unsupervised Grammatical Error Correction},
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 = {7752--7763},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.611},
doi = {10.18653/V1/2021.EMNLP-MAIN.611},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/YasunagaLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CaoBL21,
author = {Kaidi Cao and
Maria Brbic and
Jure Leskovec},
title = {Concept Learners for Few-Shot Learning},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=eJIJF3-LoZO},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CaoBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangCLL021,
author = {Yanbang Wang and
Yen{-}Yu Chang and
Yunyu Liu and
Jure Leskovec and
Pan Li},
title = {Inductive Representation Learning in Temporal Networks via Causal
Anonymous Walks},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=KYPz4YsCPj},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WangCLL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZugnerKCLG21,
author = {Daniel Z{\"{u}}gner and
Tobias Kirschstein and
Michele Catasta and
Jure Leskovec and
Stephan G{\"{u}}nnemann},
title = {Language-Agnostic Representation Learning of Source Code from Structure
and Context},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=Xh5eMZVONGF},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZugnerKCLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FeyLWL21,
author = {Matthias Fey and
Jan Eric Lenssen and
Frank Weichert and
Jure Leskovec},
editor = {Marina Meila and
Tong Zhang},
title = {GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical
Embeddings},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {3294--3304},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/fey21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/FeyLWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KohSMXZBHYPGLDS21,
author = {Pang Wei Koh and
Shiori Sagawa and
Henrik Marklund and
Sang Michael Xie and
Marvin Zhang and
Akshay Balsubramani and
Weihua Hu and
Michihiro Yasunaga and
Richard Lanas Phillips and
Irena Gao and
Tony Lee and
Etienne David and
Ian Stavness and
Wei Guo and
Berton Earnshaw and
Imran S. Haque and
Sara M. Beery and
Jure Leskovec and
Anshul Kundaje and
Emma Pierson and
Sergey Levine and
Chelsea Finn and
Percy Liang},
editor = {Marina Meila and
Tong Zhang},
title = {{WILDS:} {A} Benchmark of in-the-Wild Distribution Shifts},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5637--5664},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/koh21a.html},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KohSMXZBHYPGLDS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RenDDCYSSLZ21,
author = {Hongyu Ren and
Hanjun Dai and
Bo Dai and
Xinyun Chen and
Michihiro Yasunaga and
Haitian Sun and
Dale Schuurmans and
Jure Leskovec and
Denny Zhou},
editor = {Marina Meila and
Tong Zhang},
title = {{LEGO:} Latent Execution-Guided Reasoning for Multi-Hop Question Answering
on Knowledge Graphs},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8959--8970},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/ren21a.html},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RenDDCYSSLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/KumarBSL21,
author = {Srijan Kumar and
Chongyang Bai and
V. S. Subrahmanian and
Jure Leskovec},
editor = {Ceren Budak and
Meeyoung Cha and
Daniele Quercia and
Lexing Xie},
title = {Deception Detection in Group Video Conversations using Dynamic Interaction
Networks},
booktitle = {Proceedings of the Fifteenth International {AAAI} Conference on Web
and Social Media, {ICWSM} 2021, held virtually, June 7-10, 2021},
pages = {339--350},
publisher = {{AAAI} Press},
year = {2021},
url = {https://ojs.aaai.org/index.php/ICWSM/article/view/18065},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/KumarBSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangY0L21,
author = {Guangtao Wang and
Rex Ying and
Jing Huang and
Jure Leskovec},
editor = {Zhi{-}Hua Zhou},
title = {Multi-hop Attention Graph Neural Networks},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {3089--3096},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/425},
doi = {10.24963/IJCAI.2021/425},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WangY0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WangWHYLK21,
author = {Bin Wang and
Guangtao Wang and
Jing Huang and
Jiaxuan You and
Jure Leskovec and
C.{-}C. Jay Kuo},
title = {Inductive Learning on Commonsense Knowledge Graph Completion},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9534355},
doi = {10.1109/IJCNN52387.2021.9534355},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/WangWHYLK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0004RL21,
author = {Hongwei Wang and
Hongyu Ren and
Jure Leskovec},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Relational Message Passing for Knowledge Graph Completion},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1697--1707},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467247},
doi = {10.1145/3447548.3467247},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0004RL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChangWLMDPKGRGM21,
author = {Serina Chang and
Mandy L. Wilson and
Bryan L. Lewis and
Zakaria Mehrab and
Komal K. Dudakiya and
Emma Pierson and
Pang Wei Koh and
Jaline Gerardin and
Beth Redbird and
David Grusky and
Madhav V. Marathe and
Jure Leskovec},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Supporting {COVID-19} Policy Response with Large-scale Mobility-based
Modeling},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {2632--2642},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467182},
doi = {10.1145/3447548.3467182},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChangWLMDPKGRGM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangYLRSL21,
author = {Andrew Z. Wang and
Rex Ying and
Pan Li and
Nikhil Rao and
Karthik Subbian and
Jure Leskovec},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Bipartite Dynamic Representations for Abuse Detection},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3638--3648},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467141},
doi = {10.1145/3447548.3467141},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangYLRSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/YasunagaRBLL21,
author = {Michihiro Yasunaga and
Hongyu Ren and
Antoine Bosselut and
Percy Liang and
Jure Leskovec},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {{QA-GNN:} Reasoning with Language Models and Knowledge Graphs for
Question Answering},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {535--546},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.45},
doi = {10.18653/V1/2021.NAACL-MAIN.45},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/naacl/YasunagaRBLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaiYRL21,
author = {Yushi Bai and
Zhitao Ying and
Hongyu Ren and
Jure Leskovec},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic
Cones},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {12316--12327},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/662a2e96162905620397b19c9d249781-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BaiYRL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CorsoYPVLL21,
author = {Gabriele Corso and
Zhitao Ying and
Michal P{\'{a}}ndy and
Petar Velickovic and
Jure Leskovec and
Pietro Li{\`{o}}},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Neural Distance Embeddings for Biological Sequences},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {18539--18551},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/9a1de01f893e0d2551ecbb7ce4dc963e-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/CorsoYPVLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuFRNDL21,
author = {Weihua Hu and
Matthias Fey and
Hongyu Ren and
Maho Nakata and
Yuxiao Dong and
Jure Leskovec},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {{OGB-LSC:} {A} Large-Scale Challenge for Machine Learning on Graphs},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/db8e1af0cb3aca1ae2d0018624204529-Abstract-round2.html},
timestamp = {Thu, 05 May 2022 16:30:03 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuFRNDL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuangFG0RLCXSZ21,
author = {Kexin Huang and
Tianfan Fu and
Wenhao Gao and
Yue Zhao and
Yusuf Roohani and
Jure Leskovec and
Connor W. Coley and
Cao Xiao and
Jimeng Sun and
Marinka Zitnik},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {Therapeutics Data Commons: Machine Learning Datasets and Tasks for
Drug Discovery and Development},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/4c56ff4ce4aaf9573aa5dff913df997a-Abstract-round1.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuangFG0RLCXSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RenDDYLSD21,
author = {Hongyu Ren and
Hanjun Dai and
Zihang Dai and
Mengjiao Yang and
Jure Leskovec and
Dale Schuurmans and
Bo Dai},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Combiner: Full Attention Transformer with Sparse Computation Cost},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {22470--22482},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/bd4a6d0563e0604510989eb8f9ff71f5-Abstract.html},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/RenDDYLSD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/Chang0SASL21,
author = {Yen{-}Yu Chang and
Pan Li and
Rok Sosic and
M. H. Afifi and
Marco Schweighauser and
Jure Leskovec},
editor = {Liane Lewin{-}Eytan and
David Carmel and
Elad Yom{-}Tov and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {{F-FADE:} Frequency Factorization for Anomaly Detection in Edge Streams},
booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
pages = {589--597},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437963.3441806},
doi = {10.1145/3437963.3441806},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/Chang0SASL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Wang0BL21,
author = {Yanbang Wang and
Pan Li and
Chongyang Bai and
Jure Leskovec},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {{TEDIC:} Neural Modeling of Behavioral Patterns in Dynamic Social
Interaction Networks},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {693--705},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3450096},
doi = {10.1145/3442381.3450096},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/Wang0BL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/www/2021,
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381},
doi = {10.1145/3442381},
isbn = {978-1-4503-8312-7},
timestamp = {Mon, 07 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/www/2021c,
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Companion of The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442442},
doi = {10.1145/3442442},
isbn = {978-1-4503-8313-4},
timestamp = {Mon, 07 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/2021c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-05974,
author = {Yanbang Wang and
Yen{-}Yu Chang and
Yunyu Liu and
Jure Leskovec and
Pan Li},
title = {Inductive Representation Learning in Temporal Networks via Causal
Anonymous Walks},
journal = {CoRR},
volume = {abs/2101.05974},
year = {2021},
url = {https://arxiv.org/abs/2101.05974},
eprinttype = {arXiv},
eprint = {2101.05974},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-05974.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-10320,
author = {Jiaxuan You and
Jonathan Gomes{-}Selman and
Rex Ying and
Jure Leskovec},
title = {Identity-aware Graph Neural Networks},
journal = {CoRR},
volume = {abs/2101.10320},
year = {2021},
url = {https://arxiv.org/abs/2101.10320},
eprinttype = {arXiv},
eprint = {2101.10320},
timestamp = {Sat, 30 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-10320.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03526,
author = {Kaidi Cao and
Maria Brbic and
Jure Leskovec},
title = {Open-World Semi-Supervised Learning},
journal = {CoRR},
volume = {abs/2102.03526},
year = {2021},
url = {https://arxiv.org/abs/2102.03526},
eprinttype = {arXiv},
eprint = {2102.03526},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-03526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05234,
author = {Jingbo Yang and
Ruge Zhao and
Meixian Zhu and
David Hallac and
Jaka Sodnik and
Jure Leskovec},
title = {Driver2vec: Driver Identification from Automotive Data},
journal = {CoRR},
volume = {abs/2102.05234},
year = {2021},
url = {https://arxiv.org/abs/2102.05234},
eprinttype = {arXiv},
eprint = {2102.05234},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-05234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07077,
author = {Ethan Shen and
Maria Brbic and
Nicholas Monath and
Jiaqi Zhai and
Manzil Zaheer and
Jure Leskovec},
title = {Model-Agnostic Graph Regularization for Few-Shot Learning},
journal = {CoRR},
volume = {abs/2102.07077},
year = {2021},
url = {https://arxiv.org/abs/2102.07077},
eprinttype = {arXiv},
eprint = {2102.07077},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-09548,
author = {Kexin Huang and
Tianfan Fu and
Wenhao Gao and
Yue Zhao and
Yusuf Roohani and
Jure Leskovec and
Connor W. Coley and
Cao Xiao and
Jimeng Sun and
Marinka Zitnik},
title = {Therapeutics Data Commons: Machine Learning Datasets and Tasks for
Therapeutics},
journal = {CoRR},
volume = {abs/2102.09548},
year = {2021},
url = {https://arxiv.org/abs/2102.09548},
eprinttype = {arXiv},
eprint = {2102.09548},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-09548.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01436,
author = {Weihua Hu and
Muhammed Shuaibi and
Abhishek Das and
Siddharth Goyal and
Anuroop Sriram and
Jure Leskovec and
Devi Parikh and
C. Lawrence Zitnick},
title = {ForceNet: {A} Graph Neural Network for Large-Scale Quantum Calculations},
journal = {CoRR},
volume = {abs/2103.01436},
year = {2021},
url = {https://arxiv.org/abs/2103.01436},
eprinttype = {arXiv},
eprint = {2103.01436},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-01436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-09430,
author = {Weihua Hu and
Matthias Fey and
Hongyu Ren and
Maho Nakata and
Yuxiao Dong and
Jure Leskovec},
title = {{OGB-LSC:} {A} Large-Scale Challenge for Machine Learning on Graphs},
journal = {CoRR},
volume = {abs/2103.09430},
year = {2021},
url = {https://arxiv.org/abs/2103.09430},
eprinttype = {arXiv},
eprint = {2103.09430},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-09430.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-11318,
author = {Daniel Z{\"{u}}gner and
Tobias Kirschstein and
Michele Catasta and
Jure Leskovec and
Stephan G{\"{u}}nnemann},
title = {Language-Agnostic Representation Learning of Source Code from Structure
and Context},
journal = {CoRR},
volume = {abs/2103.11318},
year = {2021},
url = {https://arxiv.org/abs/2103.11318},
eprinttype = {arXiv},
eprint = {2103.11318},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-11318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-15497,
author = {Robert West and
Jure Leskovec and
Christopher Potts},
title = {Post-mortem memory of public figures in news and social media},
journal = {CoRR},
volume = {abs/2103.15497},
year = {2021},
url = {https://arxiv.org/abs/2103.15497},
eprinttype = {arXiv},
eprint = {2103.15497},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-15497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-06378,
author = {Michihiro Yasunaga and
Hongyu Ren and
Antoine Bosselut and
Percy Liang and
Jure Leskovec},
title = {{QA-GNN:} Reasoning with Language Models and Knowledge Graphs for
Question Answering},
journal = {CoRR},
volume = {abs/2104.06378},
year = {2021},
url = {https://arxiv.org/abs/2104.06378},
eprinttype = {arXiv},
eprint = {2104.06378},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-06378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05609,
author = {Matthias Fey and
Jan Eric Lenssen and
Frank Weichert and
Jure Leskovec},
title = {GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical
Embeddings},
journal = {CoRR},
volume = {abs/2106.05609},
year = {2021},
url = {https://arxiv.org/abs/2106.05609},
eprinttype = {arXiv},
eprint = {2106.05609},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05609.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06163,
author = {Srijan Kumar and
Chongyang Bai and
V. S. Subrahmanian and
Jure Leskovec},
title = {Deception Detection in Group Video Conversations using Dynamic Interaction
Networks},
journal = {CoRR},
volume = {abs/2106.06163},
year = {2021},
url = {https://arxiv.org/abs/2106.06163},
eprinttype = {arXiv},
eprint = {2106.06163},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06163.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05768,
author = {Hongyu Ren and
Hanjun Dai and
Zihang Dai and
Mengjiao Yang and
Jure Leskovec and
Dale Schuurmans and
Bo Dai},
title = {Combiner: Full Attention Transformer with Sparse Computation Cost},
journal = {CoRR},
volume = {abs/2107.05768},
year = {2021},
url = {https://arxiv.org/abs/2107.05768},
eprinttype = {arXiv},
eprint = {2107.05768},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-06822,
author = {Michihiro Yasunaga and
Jure Leskovec and
Percy Liang},
title = {LM-Critic: Language Models for Unsupervised Grammatical Error Correction},
journal = {CoRR},
volume = {abs/2109.06822},
year = {2021},
url = {https://arxiv.org/abs/2109.06822},
eprinttype = {arXiv},
eprint = {2109.06822},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-06822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-09740,
author = {Gabriele Corso and
Rex Ying and
Michal P{\'{a}}ndy and
Petar Velickovic and
Jure Leskovec and
Pietro Li{\`{o}}},
title = {Neural Distance Embeddings for Biological Sequences},
journal = {CoRR},
volume = {abs/2109.09740},
year = {2021},
url = {https://arxiv.org/abs/2109.09740},
eprinttype = {arXiv},
eprint = {2109.09740},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-09740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14890,
author = {Hongyu Ren and
Hanjun Dai and
Bo Dai and
Xinyun Chen and
Denny Zhou and
Jure Leskovec and
Dale Schuurmans},
title = {{SMORE:} Knowledge Graph Completion and Multi-hop Reasoning in Massive
Knowledge Graphs},
journal = {CoRR},
volume = {abs/2110.14890},
year = {2021},
url = {https://arxiv.org/abs/2110.14890},
eprinttype = {arXiv},
eprint = {2110.14890},
timestamp = {Thu, 29 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14923,
author = {Yushi Bai and
Rex Ying and
Hongyu Ren and
Jure Leskovec},
title = {Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic
Cones},
journal = {CoRR},
volume = {abs/2110.14923},
year = {2021},
url = {https://arxiv.org/abs/2110.14923},
eprinttype = {arXiv},
eprint = {2110.14923},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-05090,
author = {Shiori Sagawa and
Pang Wei Koh and
Tony Lee and
Irena Gao and
Sang Michael Xie and
Kendrick Shen and
Ananya Kumar and
Weihua Hu and
Michihiro Yasunaga and
Henrik Marklund and
Sara Beery and
Etienne David and
Ian Stavness and
Wei Guo and
Jure Leskovec and
Kate Saenko and
Tatsunori Hashimoto and
Sergey Levine and
Chelsea Finn and
Percy Liang},
title = {Extending the {WILDS} Benchmark for Unsupervised Adaptation},
journal = {CoRR},
volume = {abs/2112.05090},
year = {2021},
url = {https://arxiv.org/abs/2112.05090},
eprinttype = {arXiv},
eprint = {2112.05090},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-05090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-14871,
author = {Alexandra M. Porter and
Baharan Mirzasoleiman and
Jure Leskovec},
title = {Analytical Models for Motifs in Temporal Networks: Discovering Trends
and Anomalies},
journal = {CoRR},
volume = {abs/2112.14871},
year = {2021},
url = {https://arxiv.org/abs/2112.14871},
eprinttype = {arXiv},
eprint = {2112.14871},
timestamp = {Thu, 01 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-14871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ColemanYMMBLLZ20,
author = {Cody Coleman and
Christopher Yeh and
Stephen Mussmann and
Baharan Mirzasoleiman and
Peter Bailis and
Percy Liang and
Jure Leskovec and
Matei Zaharia},
title = {Selection via Proxy: Efficient Data Selection for Deep Learning},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=HJg2b0VYDr},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ColemanYMMBLLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuLGZLPL20,
author = {Weihua Hu and
Bowen Liu and
Joseph Gomes and
Marinka Zitnik and
Percy Liang and
Vijay S. Pande and
Jure Leskovec},
title = {Strategies for Pre-training Graph Neural Networks},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=HJlWWJSFDH},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuLGZLPL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RenHL20,
author = {Hongyu Ren and
Weihua Hu and
Jure Leskovec},
title = {Query2box: Reasoning over Knowledge Graphs in Vector Space Using Box
Embeddings},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=BJgr4kSFDS},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/RenHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MirzasoleimanBL20,
author = {Baharan Mirzasoleiman and
Jeff A. Bilmes and
Jure Leskovec},
title = {Coresets for Data-efficient Training of Machine Learning Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6950--6960},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/mirzasoleiman20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MirzasoleimanBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Sanchez-Gonzalez20,
author = {Alvaro Sanchez{-}Gonzalez and
Jonathan Godwin and
Tobias Pfaff and
Rex Ying and
Jure Leskovec and
Peter W. Battaglia},
title = {Learning to Simulate Complex Physics with Graph Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8459--8468},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sanchez-gonzalez20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Sanchez-Gonzalez20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YouLHX20,
author = {Jiaxuan You and
Jure Leskovec and
Kaiming He and
Saining Xie},
title = {Graph Structure of Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10881--10891},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/you20b.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YouLHX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/JiaLYYLA20,
author = {Zhihao Jia and
Sina Lin and
Rex Ying and
Jiaxuan You and
Jure Leskovec and
Alex Aiken},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Redundancy-Free Computation for Graph Neural Networks},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {997--1005},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403142},
doi = {10.1145/3394486.3403142},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/JiaLYYLA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/PalEZZRL20,
author = {Aditya Pal and
Chantat Eksombatchai and
Yitong Zhou and
Bo Zhao and
Charles Rosenberg and
Jure Leskovec},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {PinnerSage: Multi-Modal User Embedding Framework for Recommendations
at Pinterest},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {2311--2320},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403280},
doi = {10.1145/3394486.3403280},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/PalEZZRL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YangPZP0RL20,
author = {Carl Yang and
Aditya Pal and
Andrew Zhai and
Nikil Pancha and
Jiawei Han and
Charles Rosenberg and
Jure Leskovec},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {MultiSage: Empowering {GCN} with Contextualized Multi-Embeddings on
Web-Scale Multipartite Networks},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {2434--2443},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403293},
doi = {10.1145/3394486.3403293},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YangPZP0RL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuFZDRLCL20,
author = {Weihua Hu and
Matthias Fey and
Marinka Zitnik and
Yuxiao Dong and
Hongyu Ren and
Bowen Liu and
Michele Catasta and
Jure Leskovec},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Open Graph Benchmark: Datasets for Machine Learning on Graphs},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/fb60d411a5c5b72b2e7d3527cfc84fd0-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HuFZDRLCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiWWL20,
author = {Pan Li and
Yanbang Wang and
Hongwei Wang and
Jure Leskovec},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Distance Encoding: Design Provably More Powerful Neural Networks for
Graph Representation Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/2f73168bf3656f697507752ec592c437-Abstract.html},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiWWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MirzasoleimanCL20,
author = {Baharan Mirzasoleiman and
Kaidi Cao and
Jure Leskovec},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Coresets for Robust Training of Deep Neural Networks against Noisy
Labels},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/8493eeaccb772c0878f99d60a0bd2bb3-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MirzasoleimanCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RenL20,
author = {Hongyu Ren and
Jure Leskovec},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/e43739bba7cdb577e9e3e4e42447f5a5-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RenL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuRLL20,
author = {Tailin Wu and
Hongyu Ren and
Pan Li and
Jure Leskovec},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Graph Information Bottleneck},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/ebc2aa04e75e3caabda543a1317160c0-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WuRLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YouMDKL20,
author = {Jiaxuan You and
Xiaobai Ma and
Daisy Yi Ding and
Mykel J. Kochenderfer and
Jure Leskovec},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Handling Missing Data with Graph Representation Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/dc36f18a9a0a776671d4879cae69b551-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YouMDKL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YouYL20,
author = {Jiaxuan You and
Zhitao Ying and
Jure Leskovec},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Design Space for Graph Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/c5c3d4fe6b2cc463c7d7ecba17cc9de7-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YouYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RenZLAG20,
author = {Hongyu Ren and
Yuke Zhu and
Jure Leskovec and
Animashree Anandkumar and
Animesh Garg},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {{OCEAN:} Online Task Inference for Compositional Tasks with Context
Adaptation},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
series = {Proceedings of Machine Learning Research},
volume = {124},
pages = {1378--1387},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/ren20a.html},
timestamp = {Tue, 07 May 2024 20:09:01 +0200},
biburl = {https://dblp.org/rec/conf/uai/RenZLAG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ManzoorLSL20,
author = {Emaad A. Manzoor and
Rui Li and
Dhananjay Shrouty and
Jure Leskovec},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Expanding Taxonomies with Implicit Edge Semantics},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {2044--2054},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380271},
doi = {10.1145/3366423.3380271},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ManzoorLSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-05969,
author = {Hongyu Ren and
Weihua Hu and
Jure Leskovec},
title = {Query2box: Reasoning over Knowledge Graphs in Vector Space using Box
Embeddings},
journal = {CoRR},
volume = {abs/2002.05969},
year = {2020},
url = {https://arxiv.org/abs/2002.05969},
eprinttype = {arXiv},
eprint = {2002.05969},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-05969.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06755,
author = {Hongwei Wang and
Jure Leskovec},
title = {Unifying Graph Convolutional Neural Networks and Label Propagation},
journal = {CoRR},
volume = {abs/2002.06755},
year = {2020},
url = {https://arxiv.org/abs/2002.06755},
eprinttype = {arXiv},
eprint = {2002.06755},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06757,
author = {Hongwei Wang and
Hongyu Ren and
Jure Leskovec},
title = {Entity Context and Relational Paths for Knowledge Graph Completion},
journal = {CoRR},
volume = {abs/2002.06757},
year = {2020},
url = {https://arxiv.org/abs/2002.06757},
eprinttype = {arXiv},
eprint = {2002.06757},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09405,
author = {Alvaro Sanchez{-}Gonzalez and
Jonathan Godwin and
Tobias Pfaff and
Rex Ying and
Jure Leskovec and
Peter W. Battaglia},
title = {Learning to Simulate Complex Physics with Graph Networks},
journal = {CoRR},
volume = {abs/2002.09405},
year = {2020},
url = {https://arxiv.org/abs/2002.09405},
eprinttype = {arXiv},
eprint = {2002.09405},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00687,
author = {Weihua Hu and
Matthias Fey and
Marinka Zitnik and
Yuxiao Dong and
Hongyu Ren and
Bowen Liu and
Michele Catasta and
Jure Leskovec},
title = {Open Graph Benchmark: Datasets for Machine Learning on Graphs},
journal = {CoRR},
volume = {abs/2005.00687},
year = {2020},
url = {https://arxiv.org/abs/2005.00687},
eprinttype = {arXiv},
eprint = {2005.00687},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11405,
author = {Chongyang Bai and
Haipeng Chen and
Srijan Kumar and
Jure Leskovec and
V. S. Subrahmanian},
title = {{M2P2:} Multimodal Persuasion Prediction using Adaptive Fusion},
journal = {CoRR},
volume = {abs/2006.11405},
year = {2020},
url = {https://arxiv.org/abs/2006.11405},
eprinttype = {arXiv},
eprint = {2006.11405},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11511,
author = {Abhijit Mahabal and
Yinrui Li and
Rajat Raina and
Daniel Sun and
Revati Mahajan and
Jure Leskovec},
title = {Improving Query Safety at Pinterest},
journal = {CoRR},
volume = {abs/2006.11511},
year = {2020},
url = {https://arxiv.org/abs/2006.11511},
eprinttype = {arXiv},
eprint = {2006.11511},
timestamp = {Wed, 28 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-03092,
author = {Rex Ying and
Zhaoyu Lou and
Jiaxuan You and
Chengtao Wen and
Arquimedes Canedo and
Jure Leskovec},
title = {Neural Subgraph Matching},
journal = {CoRR},
volume = {abs/2007.03092},
year = {2020},
url = {https://arxiv.org/abs/2007.03092},
eprinttype = {arXiv},
eprint = {2007.03092},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-03092.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-03634,
author = {Aditya Pal and
Chantat Eksombatchai and
Yitong Zhou and
Bo Zhao and
Charles Rosenberg and
Jure Leskovec},
title = {PinnerSage: Multi-Modal User Embedding Framework for Recommendations
at Pinterest},
journal = {CoRR},
volume = {abs/2007.03634},
year = {2020},
url = {https://arxiv.org/abs/2007.03634},
eprinttype = {arXiv},
eprint = {2007.03634},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-03634.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-06559,
author = {Jiaxuan You and
Jure Leskovec and
Kaiming He and
Saining Xie},
title = {Graph Structure of Neural Networks},
journal = {CoRR},
volume = {abs/2007.06559},
year = {2020},
url = {https://arxiv.org/abs/2007.06559},
eprinttype = {arXiv},
eprint = {2007.06559},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-06559.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07375,
author = {Kaidi Cao and
Maria Brbic and
Jure Leskovec},
title = {Concept Learners for Generalizable Few-Shot Learning},
journal = {CoRR},
volume = {abs/2007.07375},
year = {2020},
url = {https://arxiv.org/abs/2007.07375},
eprinttype = {arXiv},
eprint = {2007.07375},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07375.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-07087,
author = {Hongyu Ren and
Yuke Zhu and
Jure Leskovec and
Anima Anandkumar and
Animesh Garg},
title = {{OCEAN:} Online Task Inference for Compositional Tasks with Context
Adaptation},
journal = {CoRR},
volume = {abs/2008.07087},
year = {2020},
url = {https://arxiv.org/abs/2008.07087},
eprinttype = {arXiv},
eprint = {2008.07087},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-07087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-00142,
author = {Pan Li and
Yanbang Wang and
Hongwei Wang and
Jure Leskovec},
title = {Distance Encoding - Design Provably More Powerful Graph Neural Networks
for Structural Representation Learning},
journal = {CoRR},
volume = {abs/2009.00142},
year = {2020},
url = {https://arxiv.org/abs/2009.00142},
eprinttype = {arXiv},
eprint = {2009.00142},
timestamp = {Fri, 15 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-00142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-09263,
author = {Bin Wang and
Guangtao Wang and
Jing Huang and
Jiaxuan You and
Jure Leskovec and
C.{-}C. Jay Kuo},
title = {Inductive Learning on Commonsense Knowledge Graph Completion},
journal = {CoRR},
volume = {abs/2009.09263},
year = {2020},
url = {https://arxiv.org/abs/2009.09263},
eprinttype = {arXiv},
eprint = {2009.09263},
timestamp = {Thu, 17 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-09263.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-14332,
author = {Guangtao Wang and
Rex Ying and
Jing Huang and
Jure Leskovec},
title = {Direct Multi-hop Attention based Graph Neural Network},
journal = {CoRR},
volume = {abs/2009.14332},
year = {2020},
url = {https://arxiv.org/abs/2009.14332},
eprinttype = {arXiv},
eprint = {2009.14332},
timestamp = {Wed, 07 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-14332.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11465,
author = {Hongyu Ren and
Jure Leskovec},
title = {Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs},
journal = {CoRR},
volume = {abs/2010.11465},
year = {2020},
url = {https://arxiv.org/abs/2010.11465},
eprinttype = {arXiv},
eprint = {2010.11465},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12811,
author = {Tailin Wu and
Hongyu Ren and
Pan Li and
Jure Leskovec},
title = {Graph Information Bottleneck},
journal = {CoRR},
volume = {abs/2010.12811},
year = {2020},
url = {https://arxiv.org/abs/2010.12811},
eprinttype = {arXiv},
eprint = {2010.12811},
timestamp = {Fri, 15 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-16418,
author = {Jiaxuan You and
Xiaobai Ma and
Daisy Yi Ding and
Mykel J. Kochenderfer and
Jure Leskovec},
title = {Handling Missing Data with Graph Representation Learning},
journal = {CoRR},
volume = {abs/2010.16418},
year = {2020},
url = {https://arxiv.org/abs/2010.16418},
eprinttype = {arXiv},
eprint = {2010.16418},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-16418.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-04723,
author = {Yen{-}Yu Chang and
Pan Li and
Rok Sosic and
M. H. Afifi and
Marco Schweighauser and
Jure Leskovec},
title = {{F-FADE:} Frequency Factorization for Anomaly Detection in Edge Streams},
journal = {CoRR},
volume = {abs/2011.04723},
year = {2020},
url = {https://arxiv.org/abs/2011.04723},
eprinttype = {arXiv},
eprint = {2011.04723},
timestamp = {Fri, 15 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-04723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-07451,
author = {Baharan Mirzasoleiman and
Kaidi Cao and
Jure Leskovec},
title = {Coresets for Robust Training of Neural Networks against Noisy Labels},
journal = {CoRR},
volume = {abs/2011.07451},
year = {2020},
url = {https://arxiv.org/abs/2011.07451},
eprinttype = {arXiv},
eprint = {2011.07451},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-07451.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-08843,
author = {Jiaxuan You and
Rex Ying and
Jure Leskovec},
title = {Design Space for Graph Neural Networks},
journal = {CoRR},
volume = {abs/2011.08843},
year = {2020},
url = {https://arxiv.org/abs/2011.08843},
eprinttype = {arXiv},
eprint = {2011.08843},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-08843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-07421,
author = {Pang Wei Koh and
Shiori Sagawa and
Henrik Marklund and
Sang Michael Xie and
Marvin Zhang and
Akshay Balsubramani and
Weihua Hu and
Michihiro Yasunaga and
Richard Lanas Phillips and
Sara Beery and
Jure Leskovec and
Anshul Kundaje and
Emma Pierson and
Sergey Levine and
Chelsea Finn and
Percy Liang},
title = {{WILDS:} {A} Benchmark of in-the-Wild Distribution Shifts},
journal = {CoRR},
volume = {abs/2012.07421},
year = {2020},
url = {https://arxiv.org/abs/2012.07421},
eprinttype = {arXiv},
eprint = {2012.07421},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-07421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/ZitnikNWLGH19,
author = {Marinka Zitnik and
Francis Nguyen and
Bo Wang and
Jure Leskovec and
Anna Goldenberg and
Michael M. Hoffman},
title = {Machine learning for integrating data in biology and medicine: Principles,
practice, and opportunities},
journal = {Inf. Fusion},
volume = {50},
pages = {71--91},
year = {2019},
url = {https://doi.org/10.1016/j.inffus.2018.09.012},
doi = {10.1016/J.INFFUS.2018.09.012},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/ZitnikNWLGH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/HicksASKBKLD19,
author = {Jennifer L. Hicks and
Tim Althoff and
Rok Sosic and
Peter Kuhar and
Bojan Bostjancic and
Abby C. King and
Jure Leskovec and
Scott L. Delp},
title = {Best practices for analyzing large-scale health data from wearables
and smartphone apps},
journal = {npj Digit. Medicine},
volume = {2},
year = {2019},
url = {https://doi.org/10.1038/s41746-019-0121-1},
doi = {10.1038/S41746-019-0121-1},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/HicksASKBKLD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/SosicGL19,
author = {Rok Sosic and
Rayid Ghani and
Jure Leskovec},
title = {{SIGKDD} Impact Program 2018},
journal = {{SIGKDD} Explor.},
volume = {21},
number = {1},
pages = {36--37},
year = {2019},
url = {https://doi.org/10.1145/3331651.3331657},
doi = {10.1145/3331651.3331657},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/SosicGL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/LakkarajuKCL19,
author = {Himabindu Lakkaraju and
Ece Kamar and
Rich Caruana and
Jure Leskovec},
editor = {Vincent Conitzer and
Gillian K. Hadfield and
Shannon Vallor},
title = {Faithful and Customizable Explanations of Black Box Models},
booktitle = {Proceedings of the 2019 {AAAI/ACM} Conference on AI, Ethics, and Society,
{AIES} 2019, Honolulu, HI, USA, January 27-28, 2019},
pages = {131--138},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3306618.3314229},
doi = {10.1145/3306618.3314229},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/LakkarajuKCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/PiersonKHKLEL19,
author = {Emma Pierson and
Pang Wei Koh and
Tatsunori B. Hashimoto and
Daphne Koller and
Jure Leskovec and
Nick Eriksson and
Percy Liang},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Inferring Multidimensional Rates of Aging from Cross-Sectional Data},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {97--107},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/pierson19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/PiersonKHKLEL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigcomp/BandariXML19,
author = {Dorna Bandari and
Shuo Xiang and
Jolie Martin and
Jure Leskovec},
title = {Categorizing User Sessions at Pinterest},
booktitle = {{IEEE} International Conference on Big Data and Smart Computing, BigComp
2019, Kyoto, Japan, February 27 - March 2, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BIGCOMP.2019.8679211},
doi = {10.1109/BIGCOMP.2019.8679211},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/bigcomp/BandariXML19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KangKLRM19,
author = {Wang{-}Cheng Kang and
Eric Kim and
Jure Leskovec and
Charles Rosenberg and
Julian J. McAuley},
title = {Complete the Look: Scene-Based Complementary Product Recommendation},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {10532--10541},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Kang\_Complete\_the\_Look\_Scene-Based\_Complementary\_Product\_Recommendation\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.01078},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/KangKLRM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XuHLJ19,
author = {Keyulu Xu and
Weihua Hu and
Jure Leskovec and
Stefanie Jegelka},
title = {How Powerful are Graph Neural Networks?},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=ryGs6iA5Km},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/XuHLJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YouYL19,
author = {Jiaxuan You and
Rex Ying and
Jure Leskovec},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Position-aware Graph Neural Networks},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {7134--7143},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/you19b.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/YouYL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BaiKLMNS19,
author = {Chongyang Bai and
Srijan Kumar and
Jure Leskovec and
Miriam J. Metzger and
Jay F. Nunamaker Jr. and
V. S. Subrahmanian},
editor = {Sarit Kraus},
title = {Predicting the Visual Focus of Attention in Multi-Person Discussion
Videos},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4504--4510},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/626},
doi = {10.24963/IJCAI.2019/626},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/BaiKLMNS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BaiBKLBDS19,
author = {Chongyang Bai and
Maksim Bolonkin and
Srijan Kumar and
Jure Leskovec and
Judee K. Burgoon and
Norah E. Dunbar and
V. S. Subrahmanian},
editor = {Sarit Kraus},
title = {Predicting dominance in multi-person videos},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4643--4650},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/645},
doi = {10.24963/IJCAI.2019/645},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/BaiBKLBDS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MorstatterGSBAM19,
author = {Fred Morstatter and
Aram Galstyan and
Gleb Satyukov and
Daniel Benjamin and
Andr{\'{e}}s Abeliuk and
Mehrnoosh Mirtaheri and
K. S. M. Tozammel Hossain and
Pedro A. Szekely and
Emilio Ferrara and
Akira Matsui and
Mark Steyvers and
Stephen Bennett and
David V. Budescu and
Mark Himmelstein and
Michael D. Ward and
Andreas Beger and
Michele Catasta and
Rok Sosic and
Jure Leskovec and
Pavel Atanasov and
Regina Joseph and
Rajiv Sethi and
Ali E. Abbas},
editor = {Sarit Kraus},
title = {{SAGE:} {A} Hybrid Geopolitical Event Forecasting System},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {6557--6559},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/955},
doi = {10.24963/IJCAI.2019/955},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/MorstatterGSBAM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangZZLZLW19,
author = {Hongwei Wang and
Fuzheng Zhang and
Mengdi Zhang and
Jure Leskovec and
Miao Zhao and
Wenjie Li and
Zhongyuan Wang},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Knowledge-aware Graph Neural Networks with Label Smoothness Regularization
for Recommender Systems},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {968--977},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330836},
doi = {10.1145/3292500.3330836},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangZZLZLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KumarZL19,
author = {Srijan Kumar and
Xikun Zhang and
Jure Leskovec},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1269--1278},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330895},
doi = {10.1145/3292500.3330895},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KumarZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChamiYRL19,
author = {Ines Chami and
Zhitao Ying and
Christopher R{\'{e}} and
Jure Leskovec},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Hyperbolic Graph Convolutional Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {4869--4880},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/0415740eaa4d9decbc8da001d3fd805f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChamiYRL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YingBYZL19,
author = {Zhitao Ying and
Dylan Bourgeois and
Jiaxuan You and
Marinka Zitnik and
Jure Leskovec},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {GNNExplainer: Generating Explanations for Graph Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {9240--9251},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/d80b7040b773199015de6d3b4293c8ff-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YingBYZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/You0BRL19,
author = {Jiaxuan You and
Haoze Wu and
Clark W. Barrett and
Raghuram Ramanujan and
Jure Leskovec},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {{G2SAT:} Learning to Generate {SAT} Formulas},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {10552--10563},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/daea32adcae6abcb548134fa98f139f9-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/You0BRL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/YinBL19,
author = {Hao Yin and
Austin R. Benson and
Jure Leskovec},
editor = {J. Shane Culpepper and
Alistair Moffat and
Paul N. Bennett and
Kristina Lerman},
title = {The Local Closure Coefficient: {A} New Perspective On Network Clustering},
booktitle = {Proceedings of the Twelfth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2019, Melbourne, VIC, Australia, February
11-15, 2019},
pages = {303--311},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3289600.3290991},
doi = {10.1145/3289600.3290991},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/YinBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GordonAL19,
author = {Mitchell L. Gordon and
Tim Althoff and
Jure Leskovec},
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 = {Goal-setting And Achievement In Activity Tracking Apps: {A} Case Study
Of MyFitnessPal},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {571--582},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3313432},
doi = {10.1145/3308558.3313432},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/GordonAL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/VrandecicL19,
author = {Denny Vrandecic and
Jure Leskovec},
editor = {Sihem Amer{-}Yahia and
Mohammad Mahdian and
Ashish Goel and
Geert{-}Jan Houben and
Kristina Lerman and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {The First International Workshop on Knowledge Graph Technology and
Applications},
booktitle = {Companion of The 2019 World Wide Web Conference, {WWW} 2019, San Francisco,
CA, USA, May 13-17, 2019},
pages = {674},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308560.3317709},
doi = {10.1145/3308560.3317709},
timestamp = {Sun, 22 Sep 2019 18:15:38 +0200},
biburl = {https://dblp.org/rec/conf/www/VrandecicL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0001LWMS19,
author = {Jie Tang and
Jure Leskovec and
Kuansan Wang and
Deborah L. McGuinness and
Hassan Sawaf},
editor = {Sihem Amer{-}Yahia and
Mohammad Mahdian and
Ashish Goel and
Geert{-}Jan Houben and
Kristina Lerman and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {Panel: Computational Methods about Knowledge Graph},
booktitle = {Companion of The 2019 World Wide Web Conference, {WWW} 2019, San Francisco,
CA, USA, May 13-17, 2019},
pages = {677},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308560.3317712},
doi = {10.1145/3308560.3317712},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/0001LWMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YouWPERL19,
author = {Jiaxuan You and
Yichen Wang and
Aditya Pal and
Pong Eksombatchai and
Chuck Rosenberg and
Jure Leskovec},
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 = {Hierarchical Temporal Convolutional Networks for Dynamic Recommender
Systems},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {2236--2246},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3313747},
doi = {10.1145/3308558.3313747},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/YouWPERL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiuSWTSPL19,
author = {Bo Liu and
Shuyang Shi and
Yongshang Wu and
Daniel Thomas and
Laura Symul and
Emma Pierson and
Jure Leskovec},
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 = {Predicting pregnancy using large-scale datafrom a women's health tracking
mobile application},
booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,
May 13-17, 2019},
pages = {2999--3005},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308558.3313512},
doi = {10.1145/3308558.3313512},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LiuSWTSPL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-03894,
author = {Rex Ying and
Dylan Bourgeois and
Jiaxuan You and
Marinka Zitnik and
Jure Leskovec},
title = {{GNN} Explainer: {A} Tool for Post-hoc Explanation of Graph Neural
Networks},
journal = {CoRR},
volume = {abs/1903.03894},
year = {2019},
url = {http://arxiv.org/abs/1903.03894},
eprinttype = {arXiv},
eprint = {1903.03894},
timestamp = {Sun, 31 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-03894.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-02813,
author = {Mitchell L. Gordon and
Tim Althoff and
Jure Leskovec},
title = {Goal-setting And Achievement In Activity Tracking Apps: {A} Case Study
Of MyFitnessPal},
journal = {CoRR},
volume = {abs/1904.02813},
year = {2019},
url = {http://arxiv.org/abs/1904.02813},
eprinttype = {arXiv},
eprint = {1904.02813},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-02813.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-04381,
author = {Jiaxuan You and
Yichen Wang and
Aditya Pal and
Pong Eksombatchai and
Chuck Rosenberg and
Jure Leskovec},
title = {Hierarchical Temporal Convolutional Networks for Dynamic Recommender
Systems},
journal = {CoRR},
volume = {abs/1904.04381},
year = {2019},
url = {http://arxiv.org/abs/1904.04381},
eprinttype = {arXiv},
eprint = {1904.04381},
timestamp = {Tue, 22 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-04381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-04413,
author = {Hongwei Wang and
Fuzheng Zhang and
Mengdi Zhang and
Jure Leskovec and
Miao Zhao and
Wenjie Li and
Zhongyuan Wang},
title = {Knowledge Graph Convolutional Networks for Recommender Systems with
Label Smoothness Regularization},
journal = {CoRR},
volume = {abs/1905.04413},
year = {2019},
url = {http://arxiv.org/abs/1905.04413},
eprinttype = {arXiv},
eprint = {1905.04413},
timestamp = {Tue, 15 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-04413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12265,
author = {Weihua Hu and
Bowen Liu and
Joseph Gomes and
Marinka Zitnik and
Percy Liang and
Vijay S. Pande and
Jure Leskovec},
title = {Pre-training Graph Neural Networks},
journal = {CoRR},
volume = {abs/1905.12265},
year = {2019},
url = {http://arxiv.org/abs/1905.12265},
eprinttype = {arXiv},
eprint = {1905.12265},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01827,
author = {Baharan Mirzasoleiman and
Jeff A. Bilmes and
Jure Leskovec},
title = {Data Sketching for Faster Training of Machine Learning Models},
journal = {CoRR},
volume = {abs/1906.01827},
year = {2019},
url = {http://arxiv.org/abs/1906.01827},
eprinttype = {arXiv},
eprint = {1906.01827},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01827.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03707,
author = {Zhihao Jia and
Sina Lin and
Rex Ying and
Jiaxuan You and
Jure Leskovec and
Alex Aiken},
title = {Redundancy-Free Computation Graphs for Graph Neural Networks},
journal = {CoRR},
volume = {abs/1906.03707},
year = {2019},
url = {http://arxiv.org/abs/1906.03707},
eprinttype = {arXiv},
eprint = {1906.03707},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04817,
author = {Jiaxuan You and
Rex Ying and
Jure Leskovec},
title = {Position-aware Graph Neural Networks},
journal = {CoRR},
volume = {abs/1906.04817},
year = {2019},
url = {http://arxiv.org/abs/1906.04817},
eprinttype = {arXiv},
eprint = {1906.04817},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04817.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-11829,
author = {Cody Coleman and
Christopher Yeh and
Stephen Mussmann and
Baharan Mirzasoleiman and
Peter Bailis and
Percy Liang and
Jure Leskovec and
Matei Zaharia},
title = {Selection Via Proxy: Efficient Data Selection For Deep Learning},
journal = {CoRR},
volume = {abs/1906.11829},
year = {2019},
url = {http://arxiv.org/abs/1906.11829},
eprinttype = {arXiv},
eprint = {1906.11829},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-11829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-01207,
author = {Srijan Kumar and
Xikun Zhang and
Jure Leskovec},
title = {Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks},
journal = {CoRR},
volume = {abs/1908.01207},
year = {2019},
url = {http://arxiv.org/abs/1908.01207},
eprinttype = {arXiv},
eprint = {1908.01207},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-01207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-11945,
author = {Guangtao Wang and
Rex Ying and
Jing Huang and
Jure Leskovec},
title = {Improving Graph Attention Networks with Large Margin-based Constraints},
journal = {CoRR},
volume = {abs/1910.11945},
year = {2019},
url = {http://arxiv.org/abs/1910.11945},
eprinttype = {arXiv},
eprint = {1910.11945},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-11945.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12933,
author = {Ines Chami and
Rex Ying and
Christopher R{\'{e}} and
Jure Leskovec},
title = {Hyperbolic Graph Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1910.12933},
year = {2019},
url = {http://arxiv.org/abs/1910.12933},
eprinttype = {arXiv},
eprint = {1910.12933},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12933.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13445,
author = {Jiaxuan You and
Haoze Wu and
Clark W. Barrett and
Raghuram Ramanujan and
Jure Leskovec},
title = {{G2SAT:} Learning to Generate {SAT} Formulas},
journal = {CoRR},
volume = {abs/1910.13445},
year = {2019},
url = {http://arxiv.org/abs/1910.13445},
eprinttype = {arXiv},
eprint = {1910.13445},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ZitnikAL18,
author = {Marinka Zitnik and
Monica Agrawal and
Jure Leskovec},
title = {Modeling polypharmacy side effects with graph convolutional networks},
journal = {Bioinform.},
volume = {34},
number = {13},
pages = {i457--i466},
year = {2018},
url = {https://doi.org/10.1093/bioinformatics/bty294},
doi = {10.1093/BIOINFORMATICS/BTY294},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/ZitnikAL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YouYRHL18,
author = {Jiaxuan You and
Rex Ying and
Xiang Ren and
William L. Hamilton and
Jure Leskovec},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5694--5703},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/you18a.html},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YouYRHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/IglesiasRWHLP18,
author = {Ram{\'{o}}n Iglesias and
Federico Rossi and
Kevin Wang and
David Hallac and
Jure Leskovec and
Marco Pavone},
title = {Data-Driven Model Predictive Control of Autonomous Mobility-on-Demand
Systems},
booktitle = {2018 {IEEE} International Conference on Robotics and Automation, {ICRA}
2018, Brisbane, Australia, May 21-25, 2018},
pages = {1--7},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICRA.2018.8460966},
doi = {10.1109/ICRA.2018.8460966},
timestamp = {Mon, 19 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/IglesiasRWHLP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/ChengKLLSSA18,
author = {Justin Cheng and
Jon M. Kleinberg and
Jure Leskovec and
David Liben{-}Nowell and
Bogdan State and
Karthik Subbian and
Lada A. Adamic},
title = {Do Diffusion Protocols Govern Cascade Growth?},
booktitle = {Proceedings of the Twelfth International Conference on Web and Social
Media, {ICWSM} 2018, Stanford, California, USA, June 25-28, 2018},
pages = {32--41},
publisher = {{AAAI} Press},
year = {2018},
url = {https://aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/view/17876},
timestamp = {Fri, 05 Feb 2021 11:07:47 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/ChengKLLSSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HallacVBL18,
author = {David Hallac and
Sagar Vare and
Stephen P. Boyd and
Jure Leskovec},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Toeplitz Inverse Covariance-based Clustering of Multivariate Time
Series Data},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {5254--5258},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/732},
doi = {10.24963/IJCAI.2018/732},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HallacVBL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/HallacBCASL18,
author = {David Hallac and
Suvrat Bhooshan and
Michael H. Chen and
Kacem Abida and
Rok Sosic and
Jure Leskovec},
editor = {Wei{-}Bin Zhang and
Alexandre M. Bayen and
Javier J. S{\'{a}}nchez Medina and
Matthew J. Barth},
title = {Drive2Vec: Multiscale State-Space Embedding of Vehicular Sensor Data},
booktitle = {21st International Conference on Intelligent Transportation Systems,
{ITSC} 2018, Maui, HI, USA, November 4-7, 2018},
pages = {3233--3238},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ITSC.2018.8569550},
doi = {10.1109/ITSC.2018.8569550},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/itsc/HallacBCASL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YingHCEHL18,
author = {Rex Ying and
Ruining He and
Kaifeng Chen and
Pong Eksombatchai and
William L. Hamilton and
Jure Leskovec},
editor = {Yike Guo and
Faisal Farooq},
title = {Graph Convolutional Neural Networks for Web-Scale Recommender Systems},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {974--983},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219890},
doi = {10.1145/3219819.3219890},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YingHCEHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DonnatZHL18,
author = {Claire Donnat and
Marinka Zitnik and
David Hallac and
Jure Leskovec},
editor = {Yike Guo and
Faisal Farooq},
title = {Learning Structural Node Embeddings via Diffusion Wavelets},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1320--1329},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220025},
doi = {10.1145/3219819.3220025},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DonnatZHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HamiltonBZJL18,
author = {William L. Hamilton and
Payal Bajaj and
Marinka Zitnik and
Dan Jurafsky and
Jure Leskovec},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Embedding Logical Queries on Knowledge Graphs},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {2030--2041},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/ef50c335cca9f340bde656363ebd02fd-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HamiltonBZJL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YingY0RHL18,
author = {Zhitao Ying and
Jiaxuan You and
Christopher Morris and
Xiang Ren and
William L. Hamilton and
Jure Leskovec},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Hierarchical Graph Representation Learning with Differentiable Pooling},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {4805--4815},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/e77dbaf6759253c7c6d0efc5690369c7-Abstract.html},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YingY0RHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YouLYPL18,
author = {Jiaxuan You and
Bowen Liu and
Zhitao Ying and
Vijay S. Pande and
Jure Leskovec},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Graph Convolutional Policy Network for Goal-Directed Molecular Graph
Generation},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {6412--6422},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/d60678e8f2ba9c540798ebbde31177e8-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YouLYPL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GhalebiMGL18,
author = {Elahe Ghalebi and
Baharan Mirzasoleiman and
Radu Grosu and
Jure Leskovec},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Dynamic Network Model from Partial Observations},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {9884--9894},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/e1dc4bf1f94e87fdfeb2d91ae3dc10ef-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GhalebiMGL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psb/AgrawalZL18,
author = {Monica Agrawal and
Marinka Zitnik and
Jure Leskovec},
editor = {Russ B. Altman and
A. Keith Dunker and
Lawrence Hunter and
Marylyn D. Ritchie and
Teri E. Klein},
title = {Large-scale analysis of disease pathways in the human interactome},
booktitle = {Biocomputing 2018: Proceedings of the Pacific Symposium, The Big Island
of Hawaii, Hawaii, USA, January 3-7, 2018},
pages = {111--122},
year = {2018},
url = {http://psb.stanford.edu/psb-online/proceedings/psb18/agrawal.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/psb/AgrawalZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/KumarJJLL18,
author = {Srijan Kumar and
Meng Jiang and
Taeho Jung and
Roger Jie Luo and
Jure Leskovec},
editor = {Yi Chang and
Chengxiang Zhai and
Yan Liu and
Yoelle Maarek},
title = {{MIS2:} Misinformation and Misbehavior Mining on the Web},
booktitle = {Proceedings of the Eleventh {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February
5-9, 2018},
pages = {799--800},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3159652.3160597},
doi = {10.1145/3159652.3160597},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/KumarJJLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/PiersonAL18,
author = {Emma Pierson and
Tim Althoff and
Jure Leskovec},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Modeling Individual Cyclic Variation in Human Behavior},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {107--116},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186052},
doi = {10.1145/3178876.3186052},
timestamp = {Fri, 16 Apr 2021 10:04:12 +0200},
biburl = {https://dblp.org/rec/conf/www/PiersonAL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KurashimaAL18,
author = {Takeshi Kurashima and
Tim Althoff and
Jure Leskovec},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Modeling Interdependent and Periodic Real-World Action Sequences},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {803--812},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186161},
doi = {10.1145/3178876.3186161},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/KurashimaAL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/RafieiABKL18,
author = {Davood Rafiei and
Eugene Agichtein and
Ricardo Baeza{-}Yates and
Jon M. Kleinberg and
Jure Leskovec},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {The Shifting Landscape of Web Search and Mining: Past, Present, and
Future},
booktitle = {Companion of the The Web Conference 2018 on The Web Conference 2018,
{WWW} 2018, Lyon , France, April 23-27, 2018},
pages = {881},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3184558.3188749},
doi = {10.1145/3184558.3188749},
timestamp = {Fri, 16 Apr 2021 10:04:12 +0200},
biburl = {https://dblp.org/rec/conf/www/RafieiABKL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KumarHLJ18,
author = {Srijan Kumar and
William L. Hamilton and
Jure Leskovec and
Dan Jurafsky},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Community Interaction and Conflict on the Web},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {933--943},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186141},
doi = {10.1145/3178876.3186141},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/KumarHLJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0001AL18,
author = {Zhiyuan Lin and
Tim Althoff and
Jure Leskovec},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {I'll Be Back: On the Multiple Lives of Users of a Mobile Activity
Tracking Application},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {1501--1511},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186062},
doi = {10.1145/3178876.3186062},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/0001AL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/EksombatchaiJLL18,
author = {Chantat Eksombatchai and
Pranav Jindal and
Jerry Zitao Liu and
Yuchen Liu and
Rahul Sharma and
Charles Sugnet and
Mark Ulrich and
Jure Leskovec},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Pixie: {A} System for Recommending 3+ Billion Items to 200+ Million
Users in Real-Time},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {1775--1784},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186183},
doi = {10.1145/3178876.3186183},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/EksombatchaiJLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0001ZTL18,
author = {Robert West and
Leila Zia and
Dario Taraborelli and
Jure Leskovec},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Welcome on Behalf of the Wiki Workshop Chairs {\&} Organization},
booktitle = {Companion of the The Web Conference 2018 on The Web Conference 2018,
{WWW} 2018, Lyon , France, April 23-27, 2018},
pages = {1777--1778},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3184558.3192326},
doi = {10.1145/3184558.3192326},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/0001ZTL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-00543,
author = {Marinka Zitnik and
Monica Agrawal and
Jure Leskovec},
title = {Modeling polypharmacy side effects with graph convolutional networks},
journal = {CoRR},
volume = {abs/1802.00543},
year = {2018},
url = {http://arxiv.org/abs/1802.00543},
eprinttype = {arXiv},
eprint = {1802.00543},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-00543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08773,
author = {Jiaxuan You and
Rex Ying and
Xiang Ren and
William L. Hamilton and
Jure Leskovec},
title = {GraphRNN: {A} Deep Generative Model for Graphs},
journal = {CoRR},
volume = {abs/1802.08773},
year = {2018},
url = {http://arxiv.org/abs/1802.08773},
eprinttype = {arXiv},
eprint = {1802.08773},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08972,
author = {Zhiyuan Lin and
Tim Althoff and
Jure Leskovec},
title = {I'll Be Back: On the Multiple Lives of Users of a Mobile Activity
Tracking Application},
journal = {CoRR},
volume = {abs/1802.08972},
year = {2018},
url = {http://arxiv.org/abs/1802.08972},
eprinttype = {arXiv},
eprint = {1802.08972},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08972.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09148,
author = {Takeshi Kurashima and
Tim Althoff and
Jure Leskovec},
title = {Modeling Interdependent and Periodic Real-World Action Sequences},
journal = {CoRR},
volume = {abs/1802.09148},
year = {2018},
url = {http://arxiv.org/abs/1802.09148},
eprinttype = {arXiv},
eprint = {1802.09148},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09148.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-03697,
author = {Srijan Kumar and
William L. Hamilton and
Jure Leskovec and
Dan Jurafsky},
title = {Community Interaction and Conflict on the Web},
journal = {CoRR},
volume = {abs/1803.03697},
year = {2018},
url = {http://arxiv.org/abs/1803.03697},
eprinttype = {arXiv},
eprint = {1803.03697},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-03697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-02411,
author = {Marinka Zitnik and
Rok Sosic and
Jure Leskovec},
title = {Prioritizing network communities},
journal = {CoRR},
volume = {abs/1805.02411},
year = {2018},
url = {http://arxiv.org/abs/1805.02411},
eprinttype = {arXiv},
eprint = {1805.02411},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-02411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-03327,
author = {Bo Wang and
Armin Pourshafeie and
Marinka Zitnik and
Junjie Zhu and
Carlos D. Bustamante and
Serafim Batzoglou and
Jure Leskovec},
title = {Network Enhancement: a general method to denoise weighted biological
networks},
journal = {CoRR},
volume = {abs/1805.03327},
year = {2018},
url = {http://arxiv.org/abs/1805.03327},
eprinttype = {arXiv},
eprint = {1805.03327},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-03327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07368,
author = {Justin Cheng and
Jon M. Kleinberg and
Jure Leskovec and
David Liben{-}Nowell and
Bogdan State and
Karthik Subbian and
Lada A. Adamic},
title = {Do Diffusion Protocols Govern Cascade Growth?},
journal = {CoRR},
volume = {abs/1805.07368},
year = {2018},
url = {http://arxiv.org/abs/1805.07368},
eprinttype = {arXiv},
eprint = {1805.07368},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10616,
author = {Elahe Ghalebi K. and
Baharan Mirzasoleiman and
Radu Grosu and
Jure Leskovec},
title = {Dynamic Network Model from Partial Observations},
journal = {CoRR},
volume = {abs/1805.10616},
year = {2018},
url = {http://arxiv.org/abs/1805.10616},
eprinttype = {arXiv},
eprint = {1805.10616},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01445,
author = {William L. Hamilton and
Payal Bajaj and
Marinka Zitnik and
Dan Jurafsky and
Jure Leskovec},
title = {Querying Complex Networks in Vector Space},
journal = {CoRR},
volume = {abs/1806.01445},
year = {2018},
url = {http://arxiv.org/abs/1806.01445},
eprinttype = {arXiv},
eprint = {1806.01445},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01973,
author = {Rex Ying and
Ruining He and
Kaifeng Chen and
Pong Eksombatchai and
William L. Hamilton and
Jure Leskovec},
title = {Graph Convolutional Neural Networks for Web-Scale Recommender Systems},
journal = {CoRR},
volume = {abs/1806.01973},
year = {2018},
url = {http://arxiv.org/abs/1806.01973},
eprinttype = {arXiv},
eprint = {1806.01973},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01973.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02473,
author = {Jiaxuan You and
Bowen Liu and
Rex Ying and
Vijay S. Pande and
Jure Leskovec},
title = {Graph Convolutional Policy Network for Goal-Directed Molecular Graph
Generation},
journal = {CoRR},
volume = {abs/1806.02473},
year = {2018},
url = {http://arxiv.org/abs/1806.02473},
eprinttype = {arXiv},
eprint = {1806.02473},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02473.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-04795,
author = {David Hallac and
Suvrat Bhooshan and
Michael H. Chen and
Kacem Abida and
Rok Sosic and
Jure Leskovec},
title = {Drive2Vec: Multiscale State-Space Embedding of Vehicular Sensor Data},
journal = {CoRR},
volume = {abs/1806.04795},
year = {2018},
url = {http://arxiv.org/abs/1806.04795},
eprinttype = {arXiv},
eprint = {1806.04795},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-04795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-08804,
author = {Rex Ying and
Jiaxuan You and
Christopher Morris and
Xiang Ren and
William L. Hamilton and
Jure Leskovec},
title = {Hierarchical Graph Representation Learning with Differentiable Pooling},
journal = {CoRR},
volume = {abs/1806.08804},
year = {2018},
url = {http://arxiv.org/abs/1806.08804},
eprinttype = {arXiv},
eprint = {1806.08804},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-08804.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-00123,
author = {Marinka Zitnik and
Francis Nguyen and
Bo Wang and
Jure Leskovec and
Anna Goldenberg and
Michael M. Hoffman},
title = {Machine Learning for Integrating Data in Biology and Medicine: Principles,
Practice, and Opportunities},
journal = {CoRR},
volume = {abs/1807.00123},
year = {2018},
url = {http://arxiv.org/abs/1807.00123},
eprinttype = {arXiv},
eprint = {1807.00123},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-00123.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-04709,
author = {Emma Pierson and
Pang Wei Koh and
Tatsunori B. Hashimoto and
Daphne Koller and
Jure Leskovec and
Nicholas Eriksson and
Percy Liang},
title = {Inferring Multi-Dimensional Rates of Aging from Cross-Sectional Data},
journal = {CoRR},
volume = {abs/1807.04709},
year = {2018},
url = {http://arxiv.org/abs/1807.04709},
eprinttype = {arXiv},
eprint = {1807.04709},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-04709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-01819,
author = {Saachi Jain and
David Hallac and
Rok Sosic and
Jure Leskovec},
title = {{CASC:} Context-Aware Segmentation and Clustering for Motif Discovery
in Noisy Time Series Data},
journal = {CoRR},
volume = {abs/1809.01819},
year = {2018},
url = {http://arxiv.org/abs/1809.01819},
eprinttype = {arXiv},
eprint = {1809.01819},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-01819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-00826,
author = {Keyulu Xu and
Weihua Hu and
Jure Leskovec and
Stefanie Jegelka},
title = {How Powerful are Graph Neural Networks?},
journal = {CoRR},
volume = {abs/1810.00826},
year = {2018},
url = {http://arxiv.org/abs/1810.00826},
eprinttype = {arXiv},
eprint = {1810.00826},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-00826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-03153,
author = {Piotr Sapiezynski and
Arkadiusz Stopczynski and
David Kofoed Wind and
Jure Leskovec and
Sune Lehmann},
title = {Offline Behaviors of Online Friends},
journal = {CoRR},
volume = {abs/1811.03153},
year = {2018},
url = {http://arxiv.org/abs/1811.03153},
eprinttype = {arXiv},
eprint = {1811.03153},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-03153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01748,
author = {Wang{-}Cheng Kang and
Eric Kim and
Jure Leskovec and
Charles Rosenberg and
Julian J. McAuley},
title = {Complete the Look: Scene-based Complementary Product Recommendation},
journal = {CoRR},
volume = {abs/1812.01748},
year = {2018},
url = {http://arxiv.org/abs/1812.01748},
eprinttype = {arXiv},
eprint = {1812.01748},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-01748.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02222,
author = {Bo Liu and
Shuyang Shi and
Yongshang Wu and
Daniel Thomas and
Laura Symul and
Emma Pierson and
Jure Leskovec},
title = {Predicting pregnancy using large-scale data from a women's health
tracking mobile application},
journal = {CoRR},
volume = {abs/1812.02222},
year = {2018},
url = {http://arxiv.org/abs/1812.02222},
eprinttype = {arXiv},
eprint = {1812.02222},
timestamp = {Wed, 15 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-02222.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02289,
author = {Srijan Kumar and
Xikun Zhang and
Jure Leskovec},
title = {Learning Dynamic Embeddings from Temporal Interactions},
journal = {CoRR},
volume = {abs/1812.02289},
year = {2018},
url = {http://arxiv.org/abs/1812.02289},
eprinttype = {arXiv},
eprint = {1812.02289},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-02289.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ZitnikL17,
author = {Marinka Zitnik and
Jure Leskovec},
title = {Predicting multicellular function through multi-layer tissue networks},
journal = {Bioinform.},
volume = {33},
number = {14},
pages = {i190--i198},
year = {2017},
url = {https://doi.org/10.1093/bioinformatics/btx252},
doi = {10.1093/BIOINFORMATICS/BTX252},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/ZitnikL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/HamiltonYL17,
author = {William L. Hamilton and
Rex Ying and
Jure Leskovec},
title = {Representation Learning on Graphs: Methods and Applications},
journal = {{IEEE} Data Eng. Bull.},
volume = {40},
number = {3},
pages = {52--74},
year = {2017},
url = {http://sites.computer.org/debull/A17sept/p52.pdf},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/HamiltonYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imwut/SapiezynskiSWLL17,
author = {Piotr Sapiezynski and
Arkadiusz Stopczynski and
David Kofoed Wind and
Jure Leskovec and
Sune Lehmann},
title = {Inferring Person-to-person Proximity Using WiFi Signals},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {1},
number = {2},
pages = {24:1--24:20},
year = {2017},
url = {https://doi.org/10.1145/3090089},
doi = {10.1145/3090089},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imwut/SapiezynskiSWLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HallacWDSSBL17,
author = {David Hallac and
Christopher Wong and
Steven Diamond and
Abhijit Sharang and
Rok Sosic and
Stephen P. Boyd and
Jure Leskovec},
title = {SnapVX: {A} Network-Based Convex Optimization Solver},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {4:1--4:5},
year = {2017},
url = {http://jmlr.org/papers/v18/15-492.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HallacWDSSBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ParkHBL17,
author = {Youngsuk Park and
David Hallac and
Stephen P. Boyd and
Jure Leskovec},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Learning the Network Structure of Heterogeneous Data via Pairwise
Exponential Markov Random Fields},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1302--1310},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/park17d.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ParkHBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/Leskovec17,
author = {Jure Leskovec},
editor = {Jian{-}Yun Nie and
Zoran Obradovic and
Toyotaro Suzumura and
Rumi Ghosh and
Raghunath Nambiar and
Chonggang Wang and
Hui Zang and
Ricardo Baeza{-}Yates and
Xiaohua Hu and
Jeremy Kepner and
Alfredo Cuzzocrea and
Jian Tang and
Masashi Toyoda},
title = {Large-scale graph representation learning},
booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017),
Boston, MA, USA, December 11-14, 2017},
pages = {4},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/BigData.2017.8257903},
doi = {10.1109/BIGDATA.2017.8257903},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/Leskovec17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/KimML17,
author = {Minkyoung Kim and
Daniel A. McFarland and
Jure Leskovec},
editor = {Ee{-}Peng Lim and
Marianne Winslett and
Mark Sanderson and
Ada Wai{-}Chee Fu and
Jimeng Sun and
J. Shane Culpepper and
Eric Lo and
Joyce C. Ho and
Debora Donato and
Rakesh Agrawal and
Yu Zheng and
Carlos Castillo and
Aixin Sun and
Vincent S. Tseng and
Chenliang Li},
title = {Modeling Affinity based Popularity Dynamics},
booktitle = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
pages = {477--486},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3132847.3132923},
doi = {10.1145/3132847.3132923},
timestamp = {Tue, 29 Aug 2023 16:24:43 +0200},
biburl = {https://dblp.org/rec/conf/cikm/KimML17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cscw/ChengBDL17,
author = {Justin Cheng and
Michael S. Bernstein and
Cristian Danescu{-}Niculescu{-}Mizil and
Jure Leskovec},
editor = {Charlotte P. Lee and
Steven E. Poltrock and
Louise Barkhuus and
Marcos Borges and
Wendy A. Kellogg},
title = {Anyone Can Become a Troll: Causes of Trolling Behavior in Online Discussions},
booktitle = {Proceedings of the 2017 {ACM} Conference on Computer Supported Cooperative
Work and Social Computing, {CSCW} 2017, Portland, OR, USA, February
25 - March 1, 2017},
pages = {1217--1230},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/2998181.2998213},
doi = {10.1145/2998181.2998213},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cscw/ChengBDL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/ZhangHDJL17,
author = {Justine Zhang and
William L. Hamilton and
Cristian Danescu{-}Niculescu{-}Mizil and
Dan Jurafsky and
Jure Leskovec},
title = {Community Identity and User Engagement in a Multi-Community Landscape},
booktitle = {Proceedings of the Eleventh International Conference on Web and Social
Media, {ICWSM} 2017, Montr{\'{e}}al, Qu{\'{e}}bec, Canada,
May 15-18, 2017},
pages = {377--386},
publisher = {{AAAI} Press},
year = {2017},
url = {https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15706},
timestamp = {Fri, 19 May 2017 12:45:06 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/ZhangHDJL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/HamiltonZDJL17,
author = {William L. Hamilton and
Justine Zhang and
Cristian Danescu{-}Niculescu{-}Mizil and
Dan Jurafsky and
Jure Leskovec},
title = {Loyalty in Online Communities},
booktitle = {Proceedings of the Eleventh International Conference on Web and Social
Media, {ICWSM} 2017, Montr{\'{e}}al, Qu{\'{e}}bec, Canada,
May 15-18, 2017},
pages = {540--543},
publisher = {{AAAI} Press},
year = {2017},
url = {https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15710},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/HamiltonZDJL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HallacPBL17,
author = {David Hallac and
Youngsuk Park and
Stephen P. Boyd and
Jure Leskovec},
title = {Network Inference via the Time-Varying Graphical Lasso},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {205--213},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098037},
doi = {10.1145/3097983.3098037},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HallacPBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HallacVBL17,
author = {David Hallac and
Sagar Vare and
Stephen P. Boyd and
Jure Leskovec},
title = {Toeplitz Inverse Covariance-Based Clustering of Multivariate Time
Series Data},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {215--223},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098060},
doi = {10.1145/3097983.3098060},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HallacVBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LakkarajuKLLM17,
author = {Himabindu Lakkaraju and
Jon M. Kleinberg and
Jure Leskovec and
Jens Ludwig and
Sendhil Mullainathan},
title = {The Selective Labels Problem: Evaluating Algorithmic Predictions in
the Presence of Unobservables},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {275--284},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098066},
doi = {10.1145/3097983.3098066},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LakkarajuKLLM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YinBLG17,
author = {Hao Yin and
Austin R. Benson and
Jure Leskovec and
David F. Gleich},
title = {Local Higher-Order Graph Clustering},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {555--564},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098069},
doi = {10.1145/3097983.3098069},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YinBLG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HamiltonYL17,
author = {William L. Hamilton and
Zhitao Ying and
Jure Leskovec},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Inductive Representation Learning on Large Graphs},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {1024--1034},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/5dd9db5e033da9c6fb5ba83c7a7ebea9-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/HamiltonYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/AlthoffJL17,
author = {Tim Althoff and
Pranav Jindal and
Jure Leskovec},
editor = {Maarten de Rijke and
Milad Shokouhi and
Andrew Tomkins and
Min Zhang},
title = {Online Actions with Offline Impact: How Online Social Networks Influence
Online and Offline User Behavior},
booktitle = {Proceedings of the Tenth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2017, Cambridge, United Kingdom, February
6-10, 2017},
pages = {537--546},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3018661.3018672},
doi = {10.1145/3018661.3018672},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/AlthoffJL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ParanjapeBL17,
author = {Ashwin Paranjape and
Austin R. Benson and
Jure Leskovec},
editor = {Maarten de Rijke and
Milad Shokouhi and
Andrew Tomkins and
Min Zhang},
title = {Motifs in Temporal Networks},
booktitle = {Proceedings of the Tenth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2017, Cambridge, United Kingdom, February
6-10, 2017},
pages = {601--610},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3018661.3018731},
doi = {10.1145/3018661.3018731},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ParanjapeBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ShameliASL17,
author = {Ali Shameli and
Tim Althoff and
Amin Saberi and
Jure Leskovec},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {How Gamification Affects Physical Activity: Large-scale Analysis of
Walking Challenges in a Mobile Application},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {455--463},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3054172},
doi = {10.1145/3041021.3054172},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ShameliASL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LoCL17,
author = {Caroline Lo and
Justin Cheng and
Jure Leskovec},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Understanding Online Collection Growth Over Time: {A} Case Study of
Pinterest},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {545--554},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3054189},
doi = {10.1145/3041021.3054189},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/LoCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChengLL17,
author = {Justin Cheng and
Caroline Lo and
Jure Leskovec},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Predicting Intent Using Activity Logs: How Goal Specificity and Temporal
Range Affect User Behavior},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {593--601},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3054198},
doi = {10.1145/3041021.3054198},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ChengLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KumarCLS17,
author = {Srijan Kumar and
Justin Cheng and
Jure Leskovec and
V. S. Subrahmanian},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {An Army of Me: Sockpuppets in Online Discussion Communities},
booktitle = {Proceedings of the 26th International Conference on World Wide Web,
{WWW} 2017, Perth, Australia, April 3-7, 2017},
pages = {857--866},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038912.3052677},
doi = {10.1145/3038912.3052677},
timestamp = {Tue, 06 Nov 2018 16:57:07 +0100},
biburl = {https://dblp.org/rec/conf/www/KumarCLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KumarCL17,
author = {Srijan Kumar and
Justin Cheng and
Jure Leskovec},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Antisocial Behavior on the Web: Characterization and Detection},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {947--950},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3051106},
doi = {10.1145/3041021.3051106},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/KumarCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SingerL0ZWSL17,
author = {Philipp Singer and
Florian Lemmerich and
Robert West and
Leila Zia and
Ellery Wulczyn and
Markus Strohmaier and
Jure Leskovec},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Why We Read Wikipedia},
booktitle = {Proceedings of the 26th International Conference on World Wide Web,
{WWW} 2017, Perth, Australia, April 3-7, 2017},
pages = {1591--1600},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038912.3052716},
doi = {10.1145/3038912.3052716},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/SingerL0ZWSL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChengBDL17,
author = {Justin Cheng and
Michael S. Bernstein and
Cristian Danescu{-}Niculescu{-}Mizil and
Jure Leskovec},
title = {Anyone Can Become a Troll: Causes of Trolling Behavior in Online Discussions},
journal = {CoRR},
volume = {abs/1702.01119},
year = {2017},
url = {http://arxiv.org/abs/1702.01119},
eprinttype = {arXiv},
eprint = {1702.01119},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChengBDL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SingerL0ZWSL17,
author = {Philipp Singer and
Florian Lemmerich and
Robert West and
Leila Zia and
Ellery Wulczyn and
Markus Strohmaier and
Jure Leskovec},
title = {Why We Read Wikipedia},
journal = {CoRR},
volume = {abs/1702.05379},
year = {2017},
url = {http://arxiv.org/abs/1702.05379},
eprinttype = {arXiv},
eprint = {1702.05379},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SingerL0ZWSL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShameliASL17,
author = {Ali Shameli and
Tim Althoff and
Amin Saberi and
Jure Leskovec},
title = {How Gamification Affects Physical Activity: Large-scale Analysis of
Walking Challenges in a Mobile Application},
journal = {CoRR},
volume = {abs/1702.07437},
year = {2017},
url = {http://arxiv.org/abs/1702.07437},
eprinttype = {arXiv},
eprint = {1702.07437},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShameliASL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HallacPBL17,
author = {David Hallac and
Youngsuk Park and
Stephen P. Boyd and
Jure Leskovec},
title = {Network Inference via the Time-Varying Graphical Lasso},
journal = {CoRR},
volume = {abs/1703.01958},
year = {2017},
url = {http://arxiv.org/abs/1703.01958},
eprinttype = {arXiv},
eprint = {1703.01958},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HallacPBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HamiltonZDJL17,
author = {William L. Hamilton and
Justine Zhang and
Cristian Danescu{-}Niculescu{-}Mizil and
Dan Jurafsky and
Jure Leskovec},
title = {Loyalty in Online Communities},
journal = {CoRR},
volume = {abs/1703.03386},
year = {2017},
url = {http://arxiv.org/abs/1703.03386},
eprinttype = {arXiv},
eprint = {1703.03386},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HamiltonZDJL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KumarCLS17,
author = {Srijan Kumar and
Justin Cheng and
Jure Leskovec and
V. S. Subrahmanian},
title = {An Army of Me: Sockpuppets in Online Discussion Communities},
journal = {CoRR},
volume = {abs/1703.07355},
year = {2017},
url = {http://arxiv.org/abs/1703.07355},
eprinttype = {arXiv},
eprint = {1703.07355},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KumarCLS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BandariXL17,
author = {Dorna Bandari and
Shuo Xiang and
Jure Leskovec},
title = {Categorizing User Sessions at Pinterest},
journal = {CoRR},
volume = {abs/1703.09662},
year = {2017},
url = {http://arxiv.org/abs/1703.09662},
eprinttype = {arXiv},
eprint = {1703.09662},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BandariXL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YinBL17,
author = {Hao Yin and
Austin R. Benson and
Jure Leskovec},
title = {Higher-order clustering in networks},
journal = {CoRR},
volume = {abs/1704.03913},
year = {2017},
url = {http://arxiv.org/abs/1704.03913},
eprinttype = {arXiv},
eprint = {1704.03913},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YinBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangHDJL17,
author = {Justine Zhang and
William L. Hamilton and
Cristian Danescu{-}Niculescu{-}Mizil and
Dan Jurafsky and
Jure Leskovec},
title = {Community Identity and User Engagement in a Multi-Community Landscape},
journal = {CoRR},
volume = {abs/1705.09665},
year = {2017},
url = {http://arxiv.org/abs/1705.09665},
eprinttype = {arXiv},
eprint = {1705.09665},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangHDJL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HamiltonYL17,
author = {William L. Hamilton and
Rex Ying and
Jure Leskovec},
title = {Inductive Representation Learning on Large Graphs},
journal = {CoRR},
volume = {abs/1706.02216},
year = {2017},
url = {http://arxiv.org/abs/1706.02216},
eprinttype = {arXiv},
eprint = {1706.02216},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HamiltonYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HallacVBL17,
author = {David Hallac and
Sagar Vare and
Stephen P. Boyd and
Jure Leskovec},
title = {Toeplitz Inverse Covariance-Based Clustering of Multivariate Time
Series Data},
journal = {CoRR},
volume = {abs/1706.03161},
year = {2017},
url = {http://arxiv.org/abs/1706.03161},
eprinttype = {arXiv},
eprint = {1706.03161},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HallacVBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LakkarajuKCL17,
author = {Himabindu Lakkaraju and
Ece Kamar and
Rich Caruana and
Jure Leskovec},
title = {Interpretable {\&} Explorable Approximations of Black Box Models},
journal = {CoRR},
volume = {abs/1707.01154},
year = {2017},
url = {http://arxiv.org/abs/1707.01154},
eprinttype = {arXiv},
eprint = {1707.01154},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LakkarajuKCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZitnikL17,
author = {Marinka Zitnik and
Jure Leskovec},
title = {Predicting multicellular function through multi-layer tissue networks},
journal = {CoRR},
volume = {abs/1707.04638},
year = {2017},
url = {http://arxiv.org/abs/1707.04638},
eprinttype = {arXiv},
eprint = {1707.04638},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZitnikL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-04636,
author = {David Hallac and
Abhijit Sharang and
Rainer Stahlmann and
Andreas Lamprecht and
Markus Huber and
Martin Roehder and
Rok Sosic and
Jure Leskovec},
title = {Driver Identification Using Automobile Sensor Data from a Single Turn},
journal = {CoRR},
volume = {abs/1708.04636},
year = {2017},
url = {http://arxiv.org/abs/1708.04636},
eprinttype = {arXiv},
eprint = {1708.04636},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-04636.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-05584,
author = {William L. Hamilton and
Rex Ying and
Jure Leskovec},
title = {Representation Learning on Graphs: Methods and Applications},
journal = {CoRR},
volume = {abs/1709.05584},
year = {2017},
url = {http://arxiv.org/abs/1709.05584},
eprinttype = {arXiv},
eprint = {1709.05584},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-05584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-07032,
author = {Ram{\'{o}}n Iglesias and
Federico Rossi and
Kevin Wang and
David Hallac and
Jure Leskovec and
Marco Pavone},
title = {Data-Driven Model Predictive Control of Autonomous Mobility-on-Demand
Systems},
journal = {CoRR},
volume = {abs/1709.07032},
year = {2017},
url = {http://arxiv.org/abs/1709.07032},
eprinttype = {arXiv},
eprint = {1709.07032},
timestamp = {Mon, 19 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-07032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-10321,
author = {Claire Donnat and
Marinka Zitnik and
David Hallac and
Jure Leskovec},
title = {Spectral Graph Wavelets for Structural Role Similarity in Networks},
journal = {CoRR},
volume = {abs/1710.10321},
year = {2017},
url = {http://arxiv.org/abs/1710.10321},
eprinttype = {arXiv},
eprint = {1710.10321},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-10321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-07601,
author = {Chantat Eksombatchai and
Pranav Jindal and
Jerry Zitao Liu and
Yuchen Liu and
Rahul Sharma and
Charles Sugnet and
Mark Ulrich and
Jure Leskovec},
title = {Pixie: {A} System for Recommending 3+ Billion Items to 200+ Million
Users in Real-Time},
journal = {CoRR},
volume = {abs/1711.07601},
year = {2017},
url = {http://arxiv.org/abs/1711.07601},
eprinttype = {arXiv},
eprint = {1711.07601},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-07601.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-00843,
author = {Monica Agrawal and
Marinka Zitnik and
Jure Leskovec},
title = {Large-scale analysis of disease pathways in the human interactome},
journal = {CoRR},
volume = {abs/1712.00843},
year = {2017},
url = {http://arxiv.org/abs/1712.00843},
eprinttype = {arXiv},
eprint = {1712.00843},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-00843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-05748,
author = {Emma Pierson and
Tim Althoff and
Jure Leskovec},
title = {Modeling Individual Cyclic Variation in Human Behavior},
journal = {CoRR},
volume = {abs/1712.05748},
year = {2017},
url = {http://arxiv.org/abs/1712.05748},
eprinttype = {arXiv},
eprint = {1712.05748},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-05748.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/AlthoffCL16,
author = {Tim Althoff and
Kevin Clark and
Jure Leskovec},
title = {Large-scale Analysis of Counseling Conversations: An Application of
Natural Language Processing to Mental Health},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {4},
pages = {463--476},
year = {2016},
url = {https://doi.org/10.1162/tacl\_a\_00111},
doi = {10.1162/TACL\_A\_00111},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/AlthoffCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/LeskovecS16,
author = {Jure Leskovec and
Rok Sosic},
title = {{SNAP:} {A} General-Purpose Network Analysis and Graph-Mining Library},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {8},
number = {1},
pages = {1:1--1:20},
year = {2016},
url = {https://doi.org/10.1145/2898361},
doi = {10.1145/2898361},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/LeskovecS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangL16,
author = {Wei Wang and
Jure Leskovec},
title = {Introduction to the Special Issue of Best Papers in {ACM} {SIGKDD}
2014},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {4},
pages = {33:1--33:2},
year = {2016},
url = {https://doi.org/10.1145/2936718},
doi = {10.1145/2936718},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WangL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HamiltonLJ16,
author = {William L. Hamilton and
Jure Leskovec and
Dan Jurafsky},
title = {Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
1: Long Papers},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/p16-1141},
doi = {10.18653/V1/P16-1141},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HamiltonLJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-nlpcss/WangHL16,
author = {Alex Wang and
William L. Hamilton and
Jure Leskovec},
editor = {David Bamman and
A. Seza Dogru{\"{o}}z and
Jacob Eisenstein and
Dirk Hovy and
David Jurgens and
Brendan O'Connor and
Alice Oh and
Oren Tsur and
Svitlana Volkova},
title = {Learning Linguistic Descriptors of User Roles in Online Communities},
booktitle = {Proceedings of the First Workshop on {NLP} and Computational Social
Science, NLP+CSS@EMNLP 2016, Austin, TX, USA, November 5, 2016},
pages = {76--85},
publisher = {Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/W16-5610},
doi = {10.18653/V1/W16-5610},
timestamp = {Fri, 16 Sep 2022 08:16:49 +0200},
biburl = {https://dblp.org/rec/conf/acl-nlpcss/WangHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HamiltonCLJ16,
author = {William L. Hamilton and
Kevin Clark and
Jure Leskovec and
Dan Jurafsky},
editor = {Jian Su and
Xavier Carreras and
Kevin Duh},
title = {Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2016, Austin, Texas, USA, November 1-4,
2016},
pages = {595--605},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/d16-1057},
doi = {10.18653/V1/D16-1057},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HamiltonCLJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HamiltonLJ16,
author = {William L. Hamilton and
Jure Leskovec and
Dan Jurafsky},
editor = {Jian Su and
Xavier Carreras and
Kevin Duh},
title = {Cultural Shift or Linguistic Drift? Comparing Two Computational Measures
of Semantic Change},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2016, Austin, Texas, USA, November 1-4,
2016},
pages = {2116--2121},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/d16-1229},
doi = {10.18653/V1/D16-1229},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HamiltonLJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/HallacSSLHRSL16,
author = {David Hallac and
Abhijit Sharang and
Rainer Stahlmann and
Andreas Lamprecht and
Markus Huber and
Martin Roehder and
Rok Sosic and
Jure Leskovec},
title = {Driver identification using automobile sensor data from a single turn},
booktitle = {19th {IEEE} International Conference on Intelligent Transportation
Systems, {ITSC} 2016, Rio de Janeiro, Brazil, November 1-4, 2016},
pages = {953--958},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ITSC.2016.7795670},
doi = {10.1109/ITSC.2016.7795670},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/itsc/HallacSSLHRSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LoFL16,
author = {Caroline Lo and
Dan Frankowski and
Jure Leskovec},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Understanding Behaviors that Lead to Purchasing: {A} Case Study of
Pinterest},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {531--540},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939729},
doi = {10.1145/2939672.2939729},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LoFL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GroverL16,
author = {Aditya Grover and
Jure Leskovec},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {node2vec: Scalable Feature Learning for Networks},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {855--864},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939754},
doi = {10.1145/2939672.2939754},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GroverL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LakkarajuBL16,
author = {Himabindu Lakkaraju and
Stephen H. Bach and
Jure Leskovec},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Interpretable Decision Sets: {A} Joint Framework for Description and
Prediction},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {1675--1684},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939874},
doi = {10.1145/2939672.2939874},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LakkarajuBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LakkarajuL16,
author = {Himabindu Lakkaraju and
Jure Leskovec},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Confusions over Time: An Interpretable Bayesian Model to Characterize
Trends in Decision Making},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3261--3269},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/97d0145823aeb8ed80617be62e08bdcc-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LakkarajuL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Leskovec16,
author = {Jure Leskovec},
editor = {Akhil Arora and
Shourya Roy and
Sameep Mehta},
title = {Beyond nodes and edges: multiresolution algorithms for network data},
booktitle = {Proceedings of the 1st {ACM} {SIGMOD} Workshop on Network Data Analytics,
NDA@SIGMOD 2016, San Francisco, California, USA, July 1, 2016},
pages = {1:1},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2980523.2980525},
doi = {10.1145/2980523.2980525},
timestamp = {Tue, 06 Nov 2018 11:07:37 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/Leskovec16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/websci/KrishnanBTLR16,
author = {Siddharth Krishnan and
Patrick Butler and
Ravi Tandon and
Jure Leskovec and
Naren Ramakrishnan},
editor = {Wolfgang Nejdl and
Wendy Hall and
Paolo Parigi and
Steffen Staab},
title = {Seeing the forest for the trees: new approaches to forecasting cascades},
booktitle = {Proceedings of the 8th {ACM} Conference on Web Science, WebSci 2016,
Hannover, Germany, May 22-25, 2016},
pages = {249--258},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2908131.2908155},
doi = {10.1145/2908131.2908155},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/websci/KrishnanBTLR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/Paranjape0ZL16,
author = {Ashwin Paranjape and
Robert West and
Leila Zia and
Jure Leskovec},
editor = {Paul N. Bennett and
Vanja Josifovski and
Jennifer Neville and
Filip Radlinski},
title = {Improving Website Hyperlink Structure Using Server Logs},
booktitle = {Proceedings of the Ninth {ACM} International Conference on Web Search
and Data Mining, San Francisco, CA, USA, February 22-25, 2016},
pages = {615--624},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2835776.2835832},
doi = {10.1145/2835776.2835832},
timestamp = {Sun, 02 Jun 2019 21:11:33 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/Paranjape0ZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Kumar0L16,
author = {Srijan Kumar and
Robert West and
Jure Leskovec},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Disinformation on the Web: Impact, Characteristics, and Detection
of Wikipedia Hoaxes},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11 - 15, 2016},
pages = {591--602},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872427.2883085},
doi = {10.1145/2872427.2883085},
timestamp = {Tue, 12 Apr 2022 14:46:29 +0200},
biburl = {https://dblp.org/rec/conf/www/Kumar0L16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChengAKL16,
author = {Justin Cheng and
Lada A. Adamic and
Jon M. Kleinberg and
Jure Leskovec},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Do Cascades Recur?},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11 - 15, 2016},
pages = {671--681},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872427.2882993},
doi = {10.1145/2872427.2882993},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ChengAKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Wulczyn0ZL16,
author = {Ellery Wulczyn and
Robert West and
Leila Zia and
Jure Leskovec},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Growing Wikipedia Across Languages via Recommendation},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11 - 15, 2016},
pages = {975--985},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872427.2883077},
doi = {10.1145/2872427.2883077},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/Wulczyn0ZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icwsm/2016wiki,
editor = {Robert West and
Leila Zia and
Dario Taraborelli and
Jure Leskovec},
title = {Wiki, Papers from the 2016 {ICWSM} Workshop, Cologne, Germany, May
17, 2016},
series = {{AAAI} Technical Report},
volume = {{WS-16-17}},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/Library/Workshops/ws16-17.php},
isbn = {978-1-57735-768-1},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/2016wiki.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChengAKL16,
author = {Justin Cheng and
Lada A. Adamic and
Jon M. Kleinberg and
Jure Leskovec},
title = {Do Cascades Recur?},
journal = {CoRR},
volume = {abs/1602.01107},
year = {2016},
url = {http://arxiv.org/abs/1602.01107},
eprinttype = {arXiv},
eprint = {1602.01107},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChengAKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Wulczyn0ZL16,
author = {Ellery Wulczyn and
Robert West and
Leila Zia and
Jure Leskovec},
title = {Growing Wikipedia Across Languages via Recommendation},
journal = {CoRR},
volume = {abs/1604.03235},
year = {2016},
url = {http://arxiv.org/abs/1604.03235},
eprinttype = {arXiv},
eprint = {1604.03235},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Wulczyn0ZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlthoffCL16,
author = {Tim Althoff and
Kevin Clark and
Jure Leskovec},
title = {Natural Language Processing for Mental Health: Large Scale Discourse
Analysis of Counseling Conversations},
journal = {CoRR},
volume = {abs/1605.04462},
year = {2016},
url = {http://arxiv.org/abs/1605.04462},
eprinttype = {arXiv},
eprint = {1605.04462},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlthoffCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HamiltonLJ16,
author = {William L. Hamilton and
Jure Leskovec and
Dan Jurafsky},
title = {Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change},
journal = {CoRR},
volume = {abs/1605.09096},
year = {2016},
url = {http://arxiv.org/abs/1605.09096},
eprinttype = {arXiv},
eprint = {1605.09096},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HamiltonLJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HamiltonCLJ16,
author = {William L. Hamilton and
Kevin Clark and
Jure Leskovec and
Dan Jurafsky},
title = {Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora},
journal = {CoRR},
volume = {abs/1606.02820},
year = {2016},
url = {http://arxiv.org/abs/1606.02820},
eprinttype = {arXiv},
eprint = {1606.02820},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HamiltonCLJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HamiltonLJ16a,
author = {William L. Hamilton and
Jure Leskovec and
Dan Jurafsky},
title = {Cultural Shift or Linguistic Drift? Comparing Two Computational Measures
of Semantic Change},
journal = {CoRR},
volume = {abs/1606.02821},
year = {2016},
url = {http://arxiv.org/abs/1606.02821},
eprinttype = {arXiv},
eprint = {1606.02821},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HamiltonLJ16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeskovecS16,
author = {Jure Leskovec and
Rok Sosic},
title = {{SNAP:} {A} General Purpose Network Analysis and Graph Mining Library},
journal = {CoRR},
volume = {abs/1606.07550},
year = {2016},
url = {http://arxiv.org/abs/1606.07550},
eprinttype = {arXiv},
eprint = {1606.07550},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeskovecS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GroverL16,
author = {Aditya Grover and
Jure Leskovec},
title = {node2vec: Scalable Feature Learning for Networks},
journal = {CoRR},
volume = {abs/1607.00653},
year = {2016},
url = {http://arxiv.org/abs/1607.00653},
eprinttype = {arXiv},
eprint = {1607.00653},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GroverL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SapiezynskiSWLL16,
author = {Piotr Sapiezynski and
Arkadiusz Stopczynski and
David Kofoed Wind and
Jure Leskovec and
Sune Lehmann},
title = {Inferring Person-to-person Proximity Using WiFi Signals},
journal = {CoRR},
volume = {abs/1610.04730},
year = {2016},
url = {http://arxiv.org/abs/1610.04730},
eprinttype = {arXiv},
eprint = {1610.04730},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SapiezynskiSWLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangLKL16,
author = {Yilun Wang and
Himabindu Lakkaraju and
Michal Kosinski and
Jure Leskovec},
title = {Psycho-Demographic Analysis of the Facebook Rainbow Campaign},
journal = {CoRR},
volume = {abs/1610.05358},
year = {2016},
url = {http://arxiv.org/abs/1610.05358},
eprinttype = {arXiv},
eprint = {1610.05358},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangLKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlthoffJL16,
author = {Tim Althoff and
Pranav Jindal and
Jure Leskovec},
title = {Online Actions with Offline Impact: How Online Social Networks Influence
Online and Offline User Behavior},
journal = {CoRR},
volume = {abs/1612.03053},
year = {2016},
url = {http://arxiv.org/abs/1612.03053},
eprinttype = {arXiv},
eprint = {1612.03053},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlthoffJL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BensonGL16a,
author = {Austin R. Benson and
David F. Gleich and
Jure Leskovec},
title = {Higher-order organization of complex networks},
journal = {CoRR},
volume = {abs/1612.08447},
year = {2016},
url = {http://arxiv.org/abs/1612.08447},
eprinttype = {arXiv},
eprint = {1612.08447},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BensonGL16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ParanjapeBL16,
author = {Ashwin Paranjape and
Austin R. Benson and
Jure Leskovec},
title = {Motifs in Temporal Networks},
journal = {CoRR},
volume = {abs/1612.09259},
year = {2016},
url = {http://arxiv.org/abs/1612.09259},
eprinttype = {arXiv},
eprint = {1612.09259},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ParanjapeBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/ShahafGHL15,
author = {Dafna Shahaf and
Carlos Guestrin and
Eric Horvitz and
Jure Leskovec},
title = {Information cartography},
journal = {Commun. {ACM}},
volume = {58},
number = {11},
pages = {62--73},
year = {2015},
url = {https://doi.org/10.1145/2735624},
doi = {10.1145/2735624},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/ShahafGHL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/KuHHLRD15,
author = {Joy P. Ku and
Jennifer L. Hicks and
Trevor Hastie and
Jure Leskovec and
Christopher R{\'{e}} and
Scott L. Delp},
title = {The mobilize center: an {NIH} big data to knowledge center to advance
human movement research and improve mobility},
journal = {J. Am. Medical Informatics Assoc.},
volume = {22},
number = {6},
pages = {1120--1125},
year = {2015},
url = {https://doi.org/10.1093/jamia/ocv071},
doi = {10.1093/JAMIA/OCV071},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/KuHHLRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/YangL15,
author = {Jaewon Yang and
Jure Leskovec},
title = {Defining and evaluating network communities based on ground-truth},
journal = {Knowl. Inf. Syst.},
volume = {42},
number = {1},
pages = {181--213},
year = {2015},
url = {https://doi.org/10.1007/s10115-013-0693-z},
doi = {10.1007/S10115-013-0693-Z},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/YangL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/ChengDL15,
author = {Justin Cheng and
Cristian Danescu{-}Niculescu{-}Mizil and
Jure Leskovec},
editor = {Meeyoung Cha and
Cecilia Mascolo and
Christian Sandvig},
title = {Antisocial Behavior in Online Discussion Communities},
booktitle = {Proceedings of the Ninth International Conference on Web and Social
Media, {ICWSM} 2015, University of Oxford, Oxford, UK, May 26-29,
2015},
pages = {61--70},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10469},
timestamp = {Fri, 05 Feb 2021 11:07:20 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/ChengDL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HallacLB15,
author = {David Hallac and
Jure Leskovec and
Stephen P. Boyd},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Network Lasso: Clustering and Optimization in Large Graphs},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {387--396},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783313},
doi = {10.1145/2783258.2783313},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HallacLB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/McAuleyPL15,
author = {Julian J. McAuley and
Rahul Pandey and
Jure Leskovec},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Inferring Networks of Substitutable and Complementary Products},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {785--794},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783381},
doi = {10.1145/2783258.2783381},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/McAuleyPL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoEHRL15,
author = {Qingyuan Zhao and
Murat A. Erdogdu and
Hera Y. He and
Anand Rajaraman and
Jure Leskovec},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {{SEISMIC:} {A} Self-Exciting Point Process Model for Predicting Tweet
Popularity},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1513--1522},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783401},
doi = {10.1145/2783258.2783401},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoEHRL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BensonGL15,
author = {Austin R. Benson and
David F. Gleich and
Jure Leskovec},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Tensor Spectral Clustering for Partitioning Higher-order Network Structures},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {118--126},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.14},
doi = {10.1137/1.9781611974010.14},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/BensonGL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LakkarajuLKM15,
author = {Himabindu Lakkaraju and
Jure Leskovec and
Jon M. Kleinberg and
Sendhil Mullainathan},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {A Bayesian Framework for Modeling Human Evaluations},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {181--189},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.21},
doi = {10.1137/1.9781611974010.21},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LakkarajuLKM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/PerezSBPRSL15,
author = {Yonathan Perez and
Rok Sosic and
Arijit Banerjee and
Rohan Puttagunta and
Martin Raison and
Pararth Shah and
Jure Leskovec},
editor = {Timos K. Sellis and
Susan B. Davidson and
Zachary G. Ives},
title = {Ringo: Interactive Graph Analytics on Big-Memory Machines},
booktitle = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
Management of Data, Melbourne, Victoria, Australia, May 31 - June
4, 2015},
pages = {1105--1110},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2723372.2735369},
doi = {10.1145/2723372.2735369},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/PerezSBPRSL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/Leskovec15,
author = {Jure Leskovec},
editor = {Xueqi Cheng and
Hang Li and
Evgeniy Gabrilovich and
Jie Tang},
title = {New Directions in Recommender Systems},
booktitle = {Proceedings of the Eighth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2015, Shanghai, China, February 2-6, 2015},
pages = {3--4},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2684822.2697044},
doi = {10.1145/2684822.2697044},
timestamp = {Tue, 21 May 2019 11:38:33 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/Leskovec15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/AlthoffL15,
author = {Tim Althoff and
Jure Leskovec},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Donor Retention in Online Crowdfunding Communities: {A} Case Study
of DonorsChoose.org},
booktitle = {Proceedings of the 24th International Conference on World Wide Web,
{WWW} 2015, Florence, Italy, May 18-22, 2015},
pages = {34--44},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2736277.2741120},
doi = {10.1145/2736277.2741120},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/AlthoffL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/AndersonHKLT15,
author = {Ashton Anderson and
Daniel P. Huttenlocher and
Jon M. Kleinberg and
Jure Leskovec and
Mitul Tiwari},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Global Diffusion via Cascading Invitations: Structure, Growth, and
Homophily},
booktitle = {Proceedings of the 24th International Conference on World Wide Web,
{WWW} 2015, Florence, Italy, May 18-22, 2015},
pages = {66--76},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2736277.2741672},
doi = {10.1145/2736277.2741672},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/AndersonHKLT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/NiculaeSZDL15,
author = {Vlad Niculae and
Caroline Suen and
Justine Zhang and
Cristian Danescu{-}Niculescu{-}Mizil and
Jure Leskovec},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {{QUOTUS:} The Structure of Political Media Coverage as Revealed by
Quoting Patterns},
booktitle = {Proceedings of the 24th International Conference on World Wide Web,
{WWW} 2015, Florence, Italy, May 18-22, 2015},
pages = {798--808},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2736277.2741688},
doi = {10.1145/2736277.2741688},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/NiculaeSZDL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0001PL15,
author = {Robert West and
Ashwin Paranjape and
Jure Leskovec},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Mining Missing Hyperlinks from Human Navigation Traces: {A} Case Study
of Wikipedia},
booktitle = {Proceedings of the 24th International Conference on World Wide Web,
{WWW} 2015, Florence, Italy, May 18-22, 2015},
pages = {1242--1252},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2736277.2741666},
doi = {10.1145/2736277.2741666},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/0001PL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SosicL15,
author = {Rok Sosic and
Jure Leskovec},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Large Scale Network Analytics with {SNAP:} Tutorial at the World Wide
Web 2015 Conference},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {1537--1538},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2740908.2744708},
doi = {10.1145/2740908.2744708},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/SosicL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BensonGL15,
author = {Austin R. Benson and
David F. Gleich and
Jure Leskovec},
title = {Tensor Spectral Clustering for Partitioning Higher-order Network Structures},
journal = {CoRR},
volume = {abs/1502.05058},
year = {2015},
url = {http://arxiv.org/abs/1502.05058},
eprinttype = {arXiv},
eprint = {1502.05058},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BensonGL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlthoffL15,
author = {Tim Althoff and
Jure Leskovec},
title = {Donor Retention in Online Crowdfunding Communities: {A} Case Study
of DonorsChoose.org},
journal = {CoRR},
volume = {abs/1503.02729},
year = {2015},
url = {http://arxiv.org/abs/1503.02729},
eprinttype = {arXiv},
eprint = {1503.02729},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlthoffL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0001PL15,
author = {Robert West and
Ashwin Paranjape and
Jure Leskovec},
title = {Mining Missing Hyperlinks from Human Navigation Traces: {A} Case Study
of Wikipedia},
journal = {CoRR},
volume = {abs/1503.04208},
year = {2015},
url = {http://arxiv.org/abs/1503.04208},
eprinttype = {arXiv},
eprint = {1503.04208},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0001PL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PerezSBPRSL15,
author = {Yonathan Perez and
Rok Sosic and
Arijit Banerjee and
Rohan Puttagunta and
Martin Raison and
Pararth Shah and
Jure Leskovec},
title = {Ringo: Interactive Graph Analytics on Big-Memory Machines},
journal = {CoRR},
volume = {abs/1503.07881},
year = {2015},
url = {http://arxiv.org/abs/1503.07881},
eprinttype = {arXiv},
eprint = {1503.07881},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PerezSBPRSL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChengDL15,
author = {Justin Cheng and
Cristian Danescu{-}Niculescu{-}Mizil and
Jure Leskovec},
title = {Antisocial Behavior in Online Discussion Communities},
journal = {CoRR},
volume = {abs/1504.00680},
year = {2015},
url = {http://arxiv.org/abs/1504.00680},
eprinttype = {arXiv},
eprint = {1504.00680},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChengDL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NiculaeSZDL15,
author = {Vlad Niculae and
Caroline Suen and
Justine Zhang and
Cristian Danescu{-}Niculescu{-}Mizil and
Jure Leskovec},
title = {{QUOTUS:} The Structure of Political Media Coverage as Revealed by
Quoting Patterns},
journal = {CoRR},
volume = {abs/1504.01383},
year = {2015},
url = {http://arxiv.org/abs/1504.01383},
eprinttype = {arXiv},
eprint = {1504.01383},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NiculaeSZDL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhaoEHRL15,
author = {Qingyuan Zhao and
Murat A. Erdogdu and
Hera Y. He and
Anand Rajaraman and
Jure Leskovec},
title = {{SEISMIC:} {A} Self-Exciting Point Process Model for Predicting Tweet
Popularity},
journal = {CoRR},
volume = {abs/1506.02594},
year = {2015},
url = {http://arxiv.org/abs/1506.02594},
eprinttype = {arXiv},
eprint = {1506.02594},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhaoEHRL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RodriguesTTFL15,
author = {Jos{\'{e}} F. Rodrigues Jr. and
Hanghang Tong and
Agma J. M. Traina and
Christos Faloutsos and
Jure Leskovec},
title = {GMine: {A} System for Scalable, Interactive Graph Visualization and
Mining},
journal = {CoRR},
volume = {abs/1506.03847},
year = {2015},
url = {http://arxiv.org/abs/1506.03847},
eprinttype = {arXiv},
eprint = {1506.03847},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RodriguesTTFL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/McAuleyPL15,
author = {Julian J. McAuley and
Rahul Pandey and
Jure Leskovec},
title = {Inferring Networks of Substitutable and Complementary Products},
journal = {CoRR},
volume = {abs/1506.08839},
year = {2015},
url = {http://arxiv.org/abs/1506.08839},
eprinttype = {arXiv},
eprint = {1506.08839},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/McAuleyPL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HallacLB15,
author = {David Hallac and
Jure Leskovec and
Stephen P. Boyd},
title = {Network Lasso: Clustering and Optimization in Large Graphs},
journal = {CoRR},
volume = {abs/1507.00280},
year = {2015},
url = {http://arxiv.org/abs/1507.00280},
eprinttype = {arXiv},
eprint = {1507.00280},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HallacLB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HallacWDSBL15,
author = {David Hallac and
Christopher Wong and
Steven Diamond and
Rok Sosic and
Stephen P. Boyd and
Jure Leskovec},
title = {SnapVX: {A} Network-Based Convex Optimization Solver},
journal = {CoRR},
volume = {abs/1509.06397},
year = {2015},
url = {http://arxiv.org/abs/1509.06397},
eprinttype = {arXiv},
eprint = {1509.06397},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HallacWDSBL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Paranjape0ZL15,
author = {Ashwin Paranjape and
Robert West and
Leila Zia and
Jure Leskovec},
title = {Improving Website Hyperlink Structure Using Server Logs},
journal = {CoRR},
volume = {abs/1512.07258},
year = {2015},
url = {http://arxiv.org/abs/1512.07258},
eprinttype = {arXiv},
eprint = {1512.07258},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Paranjape0ZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/cu/LeskovecRU14,
author = {Jure Leskovec and
Anand Rajaraman and
Jeffrey D. Ullman},
title = {Mining of Massive Datasets, 2nd Ed},
publisher = {Cambridge University Press},
year = {2014},
url = {http://www.mmds.org/},
isbn = {978-1107077232},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/cu/LeskovecRU14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aimatters/Gomez-Rodriguez14,
author = {Manuel Gomez{-}Rodriguez and
Jure Leskovec},
title = {Visualizing information networks: the 2011 Fukushima earthquake},
journal = {{AI} Matters},
volume = {1},
number = {1},
pages = {23--24},
year = {2014},
url = {https://doi.org/10.1145/2639475.2655757},
doi = {10.1145/2639475.2655757},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aimatters/Gomez-Rodriguez14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/netsci/Gomez-Rodriguez14,
author = {Manuel Gomez{-}Rodriguez and
Jure Leskovec and
David Balduzzi and
Bernhard Sch{\"{o}}lkopf},
title = {Uncovering the structure and temporal dynamics of information propagation},
journal = {Netw. Sci.},
volume = {2},
number = {1},
pages = {26--65},
year = {2014},
url = {https://doi.org/10.1017/nws.2014.3},
doi = {10.1017/NWS.2014.3},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/netsci/Gomez-Rodriguez14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/YangL14,
author = {Jaewon Yang and
Jure Leskovec},
title = {Overlapping Communities Explain Core-Periphery Organization of Networks},
journal = {Proc. {IEEE}},
volume = {102},
number = {12},
pages = {1892--1902},
year = {2014},
url = {https://doi.org/10.1109/JPROC.2014.2364018},
doi = {10.1109/JPROC.2014.2364018},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/YangL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/0001PLP14,
author = {Robert West and
Hristo S. Paskov and
Jure Leskovec and
Christopher Potts},
title = {Exploiting Social Network Structure for Person-to-Person Sentiment
Analysis},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {2},
pages = {297--310},
year = {2014},
url = {https://doi.org/10.1162/tacl\_a\_00184},
doi = {10.1162/TACL\_A\_00184},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/0001PLP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/LeskovecH14,
author = {Jure Leskovec and
Eric Horvitz},
title = {Geospatial Structure of a Planetary-Scale Social Network},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {1},
number = {3},
pages = {156--163},
year = {2014},
url = {https://doi.org/10.1109/TCSS.2014.2377789},
doi = {10.1109/TCSS.2014.2377789},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcss/LeskovecH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/YangL14,
author = {Jaewon Yang and
Jure Leskovec},
title = {Structure and Overlaps of Ground-Truth Communities in Networks},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {5},
number = {2},
pages = {26:1--26:35},
year = {2014},
url = {https://doi.org/10.1145/2594454},
doi = {10.1145/2594454},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/YangL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/McAuleyL14,
author = {Julian J. McAuley and
Jure Leskovec},
title = {Discovering social circles in ego networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {8},
number = {1},
pages = {4:1--4:28},
year = {2014},
url = {https://doi.org/10.1145/2556612},
doi = {10.1145/2556612},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/McAuleyL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/ChengDL14,
author = {Justin Cheng and
Cristian Danescu{-}Niculescu{-}Mizil and
Jure Leskovec},
editor = {Eytan Adar and
Paul Resnick and
Munmun De Choudhury and
Bernie Hogan and
Alice Oh},
title = {How Community Feedback Shapes User Behavior},
booktitle = {Proceedings of the Eighth International Conference on Weblogs and
Social Media, {ICWSM} 2014, Ann Arbor, Michigan, USA, June 1-4, 2014},
publisher = {The {AAAI} Press},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM14/paper/view/8066},
timestamp = {Tue, 26 Apr 2022 13:37:31 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/ChengDL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ScariaP0L14,
author = {Aju Thalappillil Scaria and
Rose Marie Philip and
Robert West and
Jure Leskovec},
editor = {Ben Carterette and
Fernando Diaz and
Carlos Castillo and
Donald Metzler},
title = {The last click: why users give up information network navigation},
booktitle = {Seventh {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2014, New York, NY, USA, February 24-28, 2014},
pages = {213--222},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2556195.2556232},
doi = {10.1145/2556195.2556232},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ScariaP0L14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/YangML14,
author = {Jaewon Yang and
Julian J. McAuley and
Jure Leskovec},
editor = {Ben Carterette and
Fernando Diaz and
Carlos Castillo and
Donald Metzler},
title = {Detecting cohesive and 2-mode communities indirected and undirected
networks},
booktitle = {Seventh {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2014, New York, NY, USA, February 24-28, 2014},
pages = {323--332},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2556195.2556243},
doi = {10.1145/2556195.2556243},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/YangML14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BrandtL14,
author = {Christina Brandt and
Jure Leskovec},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Status and friendship: mechanisms of social network evolution},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014, Companion Volume},
pages = {229--230},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2567948.2577327},
doi = {10.1145/2567948.2577327},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/BrandtL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/AndersonHKL14,
author = {Ashton Anderson and
Daniel P. Huttenlocher and
Jon M. Kleinberg and
Jure Leskovec},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Engaging with massive online courses},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014},
pages = {687--698},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2566486.2568042},
doi = {10.1145/2566486.2568042},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/AndersonHKL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YangMLLS14,
author = {Jaewon Yang and
Julian J. McAuley and
Jure Leskovec and
Paea LePendu and
Nigam Shah},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Finding progression stages in time-evolving event sequences},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014},
pages = {783--794},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2566486.2568044},
doi = {10.1145/2566486.2568044},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/YangMLLS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/MyersL14,
author = {Seth A. Myers and
Jure Leskovec},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {The bursty dynamics of the Twitter information network},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014},
pages = {913--924},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2566486.2568043},
doi = {10.1145/2566486.2568043},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/MyersL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChengADKL14,
author = {Justin Cheng and
Lada A. Adamic and
P. Alex Dow and
Jon M. Kleinberg and
Jure Leskovec},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Can cascades be predicted?},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014},
pages = {925--936},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2566486.2567997},
doi = {10.1145/2566486.2567997},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ChengADKL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2014,
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
publisher = {{ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2623330},
isbn = {978-1-4503-2956-9},
timestamp = {Wed, 24 Sep 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangML14,
author = {Jaewon Yang and
Julian J. McAuley and
Jure Leskovec},
title = {Community Detection in Networks with Node Attributes},
journal = {CoRR},
volume = {abs/1401.7267},
year = {2014},
url = {http://arxiv.org/abs/1401.7267},
eprinttype = {arXiv},
eprint = {1401.7267},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YangML14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangML14a,
author = {Jaewon Yang and
Julian J. McAuley and
Jure Leskovec},
title = {Detecting Cohesive and 2-mode Communities in Directed and Undirected
Networks},
journal = {CoRR},
volume = {abs/1401.7375},
year = {2014},
url = {http://arxiv.org/abs/1401.7375},
eprinttype = {arXiv},
eprint = {1401.7375},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YangML14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MyersL14,
author = {Seth A. Myers and
Jure Leskovec},
title = {The Bursty Dynamics of the Twitter Information Network},
journal = {CoRR},
volume = {abs/1403.2732},
year = {2014},
url = {http://arxiv.org/abs/1403.2732},
eprinttype = {arXiv},
eprint = {1403.2732},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MyersL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AndersonHKL14,
author = {Ashton Anderson and
Daniel P. Huttenlocher and
Jon M. Kleinberg and
Jure Leskovec},
title = {Engaging with Massive Online Courses},
journal = {CoRR},
volume = {abs/1403.3100},
year = {2014},
url = {http://arxiv.org/abs/1403.3100},
eprinttype = {arXiv},
eprint = {1403.3100},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AndersonHKL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChengADKL14,
author = {Justin Cheng and
Lada A. Adamic and
P. Alex Dow and
Jon M. Kleinberg and
Jure Leskovec},
title = {Can Cascades be Predicted?},
journal = {CoRR},
volume = {abs/1403.4608},
year = {2014},
url = {http://arxiv.org/abs/1403.4608},
eprinttype = {arXiv},
eprint = {1403.4608},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChengADKL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChengDL14,
author = {Justin Cheng and
Cristian Danescu{-}Niculescu{-}Mizil and
Jure Leskovec},
title = {How Community Feedback Shapes User Behavior},
journal = {CoRR},
volume = {abs/1405.1429},
year = {2014},
url = {http://arxiv.org/abs/1405.1429},
eprinttype = {arXiv},
eprint = {1405.1429},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChengDL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0001PLP14,
author = {Robert West and
Hristo S. Paskov and
Jure Leskovec and
Christopher Potts},
title = {Exploiting Social Network Structure for Person-to-Person Sentiment
Analysis},
journal = {CoRR},
volume = {abs/1409.2450},
year = {2014},
url = {http://arxiv.org/abs/1409.2450},
eprinttype = {arXiv},
eprint = {1409.2450},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0001PLP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Danescu-Niculescu-MizilSJLP13,
author = {Cristian Danescu{-}Niculescu{-}Mizil and
Moritz Sudhof and
Dan Jurafsky and
Jure Leskovec and
Christopher Potts},
title = {A computational approach to politeness with application to social
factors},
booktitle = {Proceedings of the 51st Annual Meeting of the Association for Computational
Linguistics, {ACL} 2013, 4-9 August 2013, Sofia, Bulgaria, Volume
1: Long Papers},
pages = {250--259},
publisher = {The Association for Computer Linguistics},
year = {2013},
url = {https://aclanthology.org/P13-1025/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/Danescu-Niculescu-MizilSJLP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/BennettGHHHL13,
author = {Paul Bennett and
C. Lee Giles and
Alon Y. Halevy and
Jiawei Han and
Marti A. Hearst and
Jure Leskovec},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Channeling the deluge: research challenges for big data and information
systems},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {2537--2538},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2525541},
doi = {10.1145/2505515.2525541},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/BennettGHHHL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangML13,
author = {Jaewon Yang and
Julian J. McAuley and
Jure Leskovec},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Community Detection in Networks with Node Attributes},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {1151--1156},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.167},
doi = {10.1109/ICDM.2013.167},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YangML13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Gomez-RodriguezLS13,
author = {Manuel Gomez{-}Rodriguez and
Jure Leskovec and
Bernhard Sch{\"{o}}lkopf},
title = {Modeling Information Propagation with Survival Theory},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {666--674},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/gomez-rodriguez13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/Gomez-RodriguezLS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/LakkarajuML13,
author = {Himabindu Lakkaraju and
Julian J. McAuley and
Jure Leskovec},
editor = {Emre Kiciman and
Nicole B. Ellison and
Bernie Hogan and
Paul Resnick and
Ian Soboroff},
title = {What's in a Name? Understanding the Interplay between Titles, Content,
and Communities in Social Media},
booktitle = {Proceedings of the Seventh International Conference on Weblogs and
Social Media, {ICWSM} 2013, Cambridge, Massachusetts, USA, July 8-11,
2013},
publisher = {The {AAAI} Press},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM13/paper/view/6085},
timestamp = {Fri, 05 Feb 2021 11:07:18 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/LakkarajuML13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShahafYSJWL13,
author = {Dafna Shahaf and
Jaewon Yang and
Caroline Suen and
Jeff Jacobs and
Heidi Wang and
Jure Leskovec},
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 = {Information cartography: creating zoomable, large-scale maps of information},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {1097--1105},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2487690},
doi = {10.1145/2487575.2487690},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShahafYSJWL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0002L13,
author = {Myunghwan Kim and
Jure Leskovec},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Nonparametric Multi-group Membership Model for Dynamic Networks},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {1385--1393},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/afd4836712c5e77550897e25711e1d96-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/0002L13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/McAuleyL13,
author = {Julian J. McAuley and
Jure Leskovec},
editor = {Qiang Yang and
Irwin King and
Qing Li and
Pearl Pu and
George Karypis},
title = {Hidden factors and hidden topics: understanding rating dimensions
with review text},
booktitle = {Seventh {ACM} Conference on Recommender Systems, RecSys '13, Hong
Kong, China, October 12-16, 2013},
pages = {165--172},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2507157.2507163},
doi = {10.1145/2507157.2507163},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/McAuleyL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/Gomez-RodriguezLS13,
author = {Manuel Gomez{-}Rodriguez and
Jure Leskovec and
Bernhard Sch{\"{o}}lkopf},
editor = {Stefano Leonardi and
Alessandro Panconesi and
Paolo Ferragina and
Aristides Gionis},
title = {Structure and dynamics of information pathways in online media},
booktitle = {Sixth {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2013, Rome, Italy, February 4-8, 2013},
pages = {23--32},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2433396.2433402},
doi = {10.1145/2433396.2433402},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/Gomez-RodriguezLS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/YangL13,
author = {Jaewon Yang and
Jure Leskovec},
editor = {Stefano Leonardi and
Alessandro Panconesi and
Paolo Ferragina and
Aristides Gionis},
title = {Overlapping community detection at scale: a nonnegative matrix factorization
approach},
booktitle = {Sixth {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2013, Rome, Italy, February 4-8, 2013},
pages = {587--596},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2433396.2433471},
doi = {10.1145/2433396.2433471},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/YangL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/AndersonHKL13,
author = {Ashton Anderson and
Daniel P. Huttenlocher and
Jon M. Kleinberg and
Jure Leskovec},
editor = {Daniel Schwabe and
Virg{\'{\i}}lio A. F. Almeida and
Hartmut Glaser and
Ricardo Baeza{-}Yates and
Sue B. Moon},
title = {Steering user behavior with badges},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013},
pages = {95--106},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2488388.2488398},
doi = {10.1145/2488388.2488398},
timestamp = {Sun, 22 Sep 2019 18:15:38 +0200},
biburl = {https://dblp.org/rec/conf/www/AndersonHKL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Danescu-Niculescu-MizilWJLP13,
author = {Cristian Danescu{-}Niculescu{-}Mizil and
Robert West and
Dan Jurafsky and
Jure Leskovec and
Christopher Potts},
editor = {Daniel Schwabe and
Virg{\'{\i}}lio A. F. Almeida and
Hartmut Glaser and
Ricardo Baeza{-}Yates and
Sue B. Moon},
title = {No country for old members: user lifecycle and linguistic change in
online communities},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013},
pages = {307--318},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2488388.2488416},
doi = {10.1145/2488388.2488416},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/Danescu-Niculescu-MizilWJLP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/McAuleyL13,
author = {Julian J. McAuley and
Jure Leskovec},
editor = {Daniel Schwabe and
Virg{\'{\i}}lio A. F. Almeida and
Hartmut Glaser and
Ricardo Baeza{-}Yates and
Sue B. Moon},
title = {From amateurs to connoisseurs: modeling the evolution of user expertise
through online reviews},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013},
pages = {897--908},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2488388.2488466},
doi = {10.1145/2488388.2488466},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/McAuleyL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Leskovec13,
author = {Jure Leskovec},
editor = {Leslie Carr and
Alberto H. F. Laender and
Bernadette Farias L{\'{o}}scio and
Irwin King and
Marcus Fontoura and
Denny Vrandecic and
Lora Aroyo and
Jos{\'{e}} Palazzo M. de Oliveira and
Fernanda Lima and
Erik Wilde},
title = {How status and reputation shape human evaluations: consequences for
recommender systems},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013, Companion Volume},
pages = {937--938},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487788.2488085},
doi = {10.1145/2487788.2488085},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/Leskovec13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SuenHESL13,
author = {Caroline Suen and
Sandy Huang and
Chantat Eksombatchai and
Rok Sosic and
Jure Leskovec},
editor = {Daniel Schwabe and
Virg{\'{\i}}lio A. F. Almeida and
Hartmut Glaser and
Ricardo Baeza{-}Yates and
Sue B. Moon},
title = {{NIFTY:} a system for large scale information flow tracking and clustering},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013},
pages = {1237--1248},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2488388.2488496},
doi = {10.1145/2488388.2488496},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/SuenHESL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-4402,
author = {Julian J. McAuley and
Jure Leskovec},
title = {From Amateurs to Connoisseurs: Modeling the Evolution of User Expertise
through Online Reviews},
journal = {CoRR},
volume = {abs/1303.4402},
year = {2013},
url = {http://arxiv.org/abs/1303.4402},
eprinttype = {arXiv},
eprint = {1303.4402},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-4402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-3616,
author = {Manuel Gomez{-}Rodriguez and
Jure Leskovec and
Bernhard Sch{\"{o}}lkopf},
title = {Modeling Information Propagation with Survival Theory},
journal = {CoRR},
volume = {abs/1305.3616},
year = {2013},
url = {http://arxiv.org/abs/1305.3616},
eprinttype = {arXiv},
eprint = {1305.3616},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-3616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Danescu-Niculescu-MizilSJLP13,
author = {Cristian Danescu{-}Niculescu{-}Mizil and
Moritz Sudhof and
Dan Jurafsky and
Jure Leskovec and
Christopher Potts},
title = {A Computational Approach to Politeness with Application to Social
Factors},
journal = {CoRR},
volume = {abs/1306.6078},
year = {2013},
url = {http://arxiv.org/abs/1306.6078},
eprinttype = {arXiv},
eprint = {1306.6078},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Danescu-Niculescu-MizilSJLP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0002L13,
author = {Myunghwan Kim and
Jure Leskovec},
title = {Nonparametric Multi-group Membership Model for Dynamic Networks},
journal = {CoRR},
volume = {abs/1311.2079},
year = {2013},
url = {http://arxiv.org/abs/1311.2079},
eprinttype = {arXiv},
eprint = {1311.2079},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0002L13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/im/KimL12,
author = {Myunghwan Kim and
Jure Leskovec},
title = {Multiplicative Attribute Graph Model of Real-World Networks},
journal = {Internet Math.},
volume = {8},
number = {1-2},
pages = {113--160},
year = {2012},
url = {https://doi.org/10.1080/15427951.2012.625257},
doi = {10.1080/15427951.2012.625257},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/im/KimL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/socnet/WangSML12,
author = {Dan J. Wang and
Xiaolin Shi and
Daniel A. McFarland and
Jure Leskovec},
title = {Measurement error in network data: {A} re-classification},
journal = {Soc. Networks},
volume = {34},
number = {4},
pages = {396--409},
year = {2012},
url = {https://doi.org/10.1016/j.socnet.2012.01.003},
doi = {10.1016/J.SOCNET.2012.01.003},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/socnet/WangSML12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Gomez-RodriguezLK12,
author = {Manuel Gomez{-}Rodriguez and
Jure Leskovec and
Andreas Krause},
title = {Inferring Networks of Diffusion and Influence},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {5},
number = {4},
pages = {21:1--21:37},
year = {2012},
url = {https://doi.org/10.1145/2086737.2086741},
doi = {10.1145/2086737.2086741},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/Gomez-RodriguezLK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/McAuleyL12,
author = {Julian J. McAuley and
Jure Leskovec},
editor = {Andrew W. Fitzgibbon and
Svetlana Lazebnik and
Pietro Perona and
Yoichi Sato and
Cordelia Schmid},
title = {Image Labeling on a Network: Using Social-Network Metadata for Image
Classification},
booktitle = {Computer Vision - {ECCV} 2012 - 12th European Conference on Computer
Vision, Florence, Italy, October 7-13, 2012, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {7575},
pages = {828--841},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33765-9\_59},
doi = {10.1007/978-3-642-33765-9\_59},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/McAuleyL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/Leskovec12,
author = {Jure Leskovec},
editor = {Ethan V. Munson and
Markus Strohmaier},
title = {Human navigation in networks},
booktitle = {23rd {ACM} Conference on Hypertext and Social Media, {HT} '12, Milwaukee,
WI, USA, June 25-28, 2012},
pages = {143--144},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2309996.2310020},
doi = {10.1145/2309996.2310020},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ht/Leskovec12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MyersL12,
author = {Seth A. Myers and
Jure Leskovec},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Clash of the Contagions: Cooperation and Competition in Information
Diffusion},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {539--548},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.159},
doi = {10.1109/ICDM.2012.159},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MyersL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangL12,
author = {Jaewon Yang and
Jure Leskovec},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Defining and Evaluating Network Communities Based on Ground-Truth},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {745--754},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.138},
doi = {10.1109/ICDM.2012.138},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YangL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/McAuleyLJ12,
author = {Julian J. McAuley and
Jure Leskovec and
Dan Jurafsky},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Learning Attitudes and Attributes from Multi-aspect Reviews},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {1020--1025},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.110},
doi = {10.1109/ICDM.2012.110},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/McAuleyLJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangL12a,
author = {Jaewon Yang and
Jure Leskovec},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Community-Affiliation Graph Model for Overlapping Network Community
Detection},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {1170--1175},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.139},
doi = {10.1109/ICDM.2012.139},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YangL12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0002L12,
author = {Myunghwan Kim and
Jure Leskovec},
title = {Latent Multi-group Membership Graph Model},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/839.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0002L12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/WestL12,
author = {Robert West and
Jure Leskovec},
editor = {John G. Breslin and
Nicole B. Ellison and
James G. Shanahan and
Zeynep Tufekci},
title = {Automatic Versus Human Navigation in Information Networks},
booktitle = {Proceedings of the Sixth International Conference on Weblogs and Social
Media, Dublin, Ireland, June 4-7, 2012},
publisher = {The {AAAI} Press},
year = {2012},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM12/paper/view/4570},
timestamp = {Fri, 05 Feb 2021 11:07:20 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/WestL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MyersZL12,
author = {Seth A. Myers and
Chenguang Zhu and
Jure Leskovec},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Information diffusion and external influence in networks},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {33--41},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339540},
doi = {10.1145/2339530.2339540},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MyersZL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AndersonHKL12,
author = {Ashton Anderson and
Daniel P. Huttenlocher and
Jon M. Kleinberg and
Jure Leskovec},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Discovering value from community activity on focused question answering
sites: a case study of stack overflow},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {850--858},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339665},
doi = {10.1145/2339530.2339665},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AndersonHKL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/McAuleyL12,
author = {Julian J. McAuley and
Jure Leskovec},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Learning to Discover Social Circles in Ego Networks},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {548--556},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/7a614fd06c325499f1680b9896beedeb-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/McAuleyL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/KairamWL12,
author = {Sanjay Ram Kairam and
Dan J. Wang and
Jure Leskovec},
editor = {Eytan Adar and
Jaime Teevan and
Eugene Agichtein and
Yoelle Maarek},
title = {The life and death of online groups: predicting group growth and longevity},
booktitle = {Proceedings of the Fifth International Conference on Web Search and
Web Data Mining, {WSDM} 2012, Seattle, WA, USA, February 8-12, 2012},
pages = {673--682},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2124295.2124374},
doi = {10.1145/2124295.2124374},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/KairamWL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/AndersonHKL12,
author = {Ashton Anderson and
Daniel P. Huttenlocher and
Jon M. Kleinberg and
Jure Leskovec},
editor = {Eytan Adar and
Jaime Teevan and
Eugene Agichtein and
Yoelle Maarek},
title = {Effects of user similarity in social media},
booktitle = {Proceedings of the Fifth International Conference on Web Search and
Web Data Mining, {WSDM} 2012, Seattle, WA, USA, February 8-12, 2012},
pages = {703--712},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2124295.2124378},
doi = {10.1145/2124295.2124378},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/AndersonHKL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WestL12,
author = {Robert West and
Jure Leskovec},
editor = {Alain Mille and
Fabien Gandon and
Jacques Misselis and
Michael Rabinovich and
Steffen Staab},
title = {Human wayfinding in information networks},
booktitle = {Proceedings of the 21st World Wide Web Conference 2012, {WWW} 2012,
Lyon, France, April 16-20, 2012},
pages = {619--628},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2187836.2187920},
doi = {10.1145/2187836.2187920},
timestamp = {Fri, 16 Apr 2021 10:04:12 +0200},
biburl = {https://dblp.org/rec/conf/www/WestL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-4546,
author = {Myunghwan Kim and
Jure Leskovec},
title = {Latent Multi-group Membership Graph Model},
journal = {CoRR},
volume = {abs/1205.4546},
year = {2012},
url = {http://arxiv.org/abs/1205.4546},
eprinttype = {arXiv},
eprint = {1205.4546},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-4546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-6228,
author = {Jaewon Yang and
Jure Leskovec},
title = {Structure and Overlaps of Communities in Networks},
journal = {CoRR},
volume = {abs/1205.6228},
year = {2012},
url = {http://arxiv.org/abs/1205.6228},
eprinttype = {arXiv},
eprint = {1205.6228},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-6228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-6233,
author = {Jaewon Yang and
Jure Leskovec},
title = {Defining and Evaluating Network Communities based on Ground-truth},
journal = {CoRR},
volume = {abs/1205.6233},
year = {2012},
url = {http://arxiv.org/abs/1205.6233},
eprinttype = {arXiv},
eprint = {1205.6233},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-6233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-1331,
author = {Seth A. Myers and
Chenguang Zhu and
Jure Leskovec},
title = {Information Diffusion and External Influence in Networks},
journal = {CoRR},
volume = {abs/1206.1331},
year = {2012},
url = {http://arxiv.org/abs/1206.1331},
eprinttype = {arXiv},
eprint = {1206.1331},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-1331.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-3809,
author = {Julian J. McAuley and
Jure Leskovec},
title = {Image Labeling on a Network: Using Social-Network Metadata for Image
Classification},
journal = {CoRR},
volume = {abs/1207.3809},
year = {2012},
url = {http://arxiv.org/abs/1207.3809},
eprinttype = {arXiv},
eprint = {1207.3809},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-3809.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-3926,
author = {Julian J. McAuley and
Jure Leskovec and
Dan Jurafsky},
title = {Learning Attitudes and Attributes from Multi-Aspect Reviews},
journal = {CoRR},
volume = {abs/1210.3926},
year = {2012},
url = {http://arxiv.org/abs/1210.3926},
eprinttype = {arXiv},
eprint = {1210.3926},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-3926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-8182,
author = {Julian J. McAuley and
Jure Leskovec},
title = {Discovering Social Circles in Ego Networks},
journal = {CoRR},
volume = {abs/1210.8182},
year = {2012},
url = {http://arxiv.org/abs/1210.8182},
eprinttype = {arXiv},
eprint = {1210.8182},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-8182.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-1464,
author = {Manuel Gomez{-}Rodriguez and
Jure Leskovec and
Bernhard Sch{\"{o}}lkopf},
title = {Structure and Dynamics of Information Pathways in Online Media},
journal = {CoRR},
volume = {abs/1212.1464},
year = {2012},
url = {http://arxiv.org/abs/1212.1464},
eprinttype = {arXiv},
eprint = {1212.1464},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-1464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KangTAFL11,
author = {U Kang and
Charalampos E. Tsourakakis and
Ana Paula Appel and
Christos Faloutsos and
Jure Leskovec},
title = {{HADI:} Mining Radii of Large Graphs},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {5},
number = {2},
pages = {8:1--8:24},
year = {2011},
url = {https://doi.org/10.1145/1921632.1921634},
doi = {10.1145/1921632.1921634},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/KangTAFL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/MillerSWLP11,
author = {Mahalia Miller and
Conal Sathi and
Daniel Wiesenthal and
Jure Leskovec and
Christopher Potts},
editor = {Lada A. Adamic and
Ricardo Baeza{-}Yates and
Scott Counts},
title = {Sentiment Flow Through Hyperlink Networks},
booktitle = {Proceedings of the Fifth International Conference on Weblogs and Social
Media, Barcelona, Catalonia, Spain, July 17-21, 2011},
publisher = {The {AAAI} Press},
year = {2011},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM11/paper/view/2883},
timestamp = {Fri, 05 Feb 2021 11:07:12 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/MillerSWLP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/NallapatiSMLJ11,
author = {Ramesh Nallapati and
Xiaolin Shi and
Daniel A. McFarland and
Jure Leskovec and
Daniel Jurafsky},
editor = {Lada A. Adamic and
Ricardo Baeza{-}Yates and
Scott Counts},
title = {LeadLag {LDA:} Estimating Topic Specific Leads and Lags of Information
Outlets},
booktitle = {Proceedings of the Fifth International Conference on Weblogs and Social
Media, Barcelona, Catalonia, Spain, July 17-21, 2011},
publisher = {The {AAAI} Press},
year = {2011},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM11/paper/view/2746},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/NallapatiSMLJ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChoML11,
author = {Eunjoon Cho and
Seth A. Myers and
Jure Leskovec},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Friendship and mobility: user movement in location-based social networks},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {1082--1090},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020579},
doi = {10.1145/2020408.2020579},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChoML11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KimL11,
author = {Myunghwan Kim and
Jure Leskovec},
title = {The Network Completion Problem: Inferring Missing Nodes and Edges
in Networks},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {47--58},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.5},
doi = {10.1137/1.9781611972818.5},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KimL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/GuoWL11,
author = {Stephen Guo and
Mengqiu Wang and
Jure Leskovec},
editor = {Yoav Shoham and
Yan Chen and
Tim Roughgarden},
title = {The role of social networks in online shopping: information passing,
price of trust, and consumer choice},
booktitle = {Proceedings 12th {ACM} Conference on Electronic Commerce (EC-2011),
San Jose, CA, USA, June 5-9, 2011},
pages = {157--166},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1993574.1993598},
doi = {10.1145/1993574.1993598},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigecom/GuoWL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KimL11,
author = {Myunghwan Kim and
Jure Leskovec},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Modeling Social Networks with Node Attributes using the Multiplicative
Attribute Graph Model},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {400--409},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2198\&\#38;proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 11:09:03 +0100},
biburl = {https://dblp.org/rec/conf/uai/KimL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/SadikovMLG11,
author = {Eldar Sadikov and
Montserrat Medina and
Jure Leskovec and
Hector Garcia{-}Molina},
editor = {Irwin King and
Wolfgang Nejdl and
Hang Li},
title = {Correcting for missing data in information cascades},
booktitle = {Proceedings of the Forth International Conference on Web Search and
Web Data Mining, {WSDM} 2011, Hong Kong, China, February 9-12, 2011},
pages = {55--64},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1935826.1935844},
doi = {10.1145/1935826.1935844},
timestamp = {Sat, 09 Apr 2022 12:34:55 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/SadikovMLG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/YangL11,
author = {Jaewon Yang and
Jure Leskovec},
editor = {Irwin King and
Wolfgang Nejdl and
Hang Li},
title = {Patterns of temporal variation in online media},
booktitle = {Proceedings of the Forth International Conference on Web Search and
Web Data Mining, {WSDM} 2011, Hong Kong, China, February 9-12, 2011},
pages = {177--186},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1935826.1935863},
doi = {10.1145/1935826.1935863},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/YangL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/BackstromL11,
author = {Lars Backstrom and
Jure Leskovec},
editor = {Irwin King and
Wolfgang Nejdl and
Hang Li},
title = {Supervised random walks: predicting and recommending links in social
networks},
booktitle = {Proceedings of the Forth International Conference on Web Search and
Web Data Mining, {WSDM} 2011, Hong Kong, China, February 9-12, 2011},
pages = {635--644},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1935826.1935914},
doi = {10.1145/1935826.1935914},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/BackstromL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Leskovec11,
author = {Jure Leskovec},
editor = {Sadagopan Srinivasan and
Krithi Ramamritham and
Arun Kumar and
M. P. Ravindra and
Elisa Bertino and
Ravi Kumar},
title = {Social media analytics: tracking, modeling and predicting the flow
of information through networks},
booktitle = {Proceedings of the 20th International Conference on World Wide Web,
{WWW} 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion
Volume)},
pages = {277--278},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1963192.1963309},
doi = {10.1145/1963192.1963309},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/Leskovec11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/AbaddiBCJLT11,
author = {Amr El Abaddi and
Lars Backstrom and
Soumen Chakrabarti and
Alejandro Jaimes and
Jure Leskovec and
Andrew Tomkins},
editor = {Sadagopan Srinivasan and
Krithi Ramamritham and
Arun Kumar and
M. P. Ravindra and
Elisa Bertino and
Ravi Kumar},
title = {Social media: source of information or bunch of noise},
booktitle = {Proceedings of the 20th International Conference on World Wide Web,
{WWW} 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion
Volume)},
pages = {327--328},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1963192.1963336},
doi = {10.1145/1963192.1963336},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/AbaddiBCJLT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/CeyhanSL11,
author = {Simla Ceyhan and
Xiaolin Shi and
Jure Leskovec},
editor = {Sadagopan Srinivasan and
Krithi Ramamritham and
Arun Kumar and
M. P. Ravindra and
Elisa Bertino and
Ravi Kumar},
title = {Dynamics of bidding in a {P2P} lending service: effects of herding
and predicting loan success},
booktitle = {Proceedings of the 20th International Conference on World Wide Web,
{WWW} 2011, Hyderabad, India, March 28 - April 1, 2011},
pages = {547--556},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1963405.1963483},
doi = {10.1145/1963405.1963483},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/CeyhanSL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/siam/11/Leskovec11,
author = {Jure Leskovec},
editor = {Jeremy Kepner and
John R. Gilbert},
title = {Kronecker Graphs},
booktitle = {Graph Algorithms in the Language of Linear Algebra},
series = {Software, environments, tools},
volume = {22},
pages = {137--204},
publisher = {{SIAM}},
year = {2011},
url = {https://doi.org/10.1137/1.9780898719918.ch9},
doi = {10.1137/1.9780898719918.CH9},
timestamp = {Tue, 02 Jul 2019 08:09:44 +0200},
biburl = {https://dblp.org/rec/books/siam/11/Leskovec11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1104-0942,
author = {Stephen Guo and
Mengqiu Wang and
Jure Leskovec},
title = {The Role of Social Networks in Online Shopping: Information Passing,
Price of Trust, and Consumer Choice},
journal = {CoRR},
volume = {abs/1104.0942},
year = {2011},
url = {http://arxiv.org/abs/1104.0942},
eprinttype = {arXiv},
eprint = {1104.0942},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1104-0942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-5053,
author = {Myunghwan Kim and
Jure Leskovec},
title = {Modeling Social Networks with Node Attributes using the Multiplicative
Attribute Graph Model},
journal = {CoRR},
volume = {abs/1106.5053},
year = {2011},
url = {http://arxiv.org/abs/1106.5053},
eprinttype = {arXiv},
eprint = {1106.5053},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-5053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LeskovecCKFG10,
author = {Jure Leskovec and
Deepayan Chakrabarti and
Jon M. Kleinberg and
Christos Faloutsos and
Zoubin Ghahramani},
title = {Kronecker Graphs: An Approach to Modeling Networks},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {985--1042},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756039},
doi = {10.5555/1756006.1756039},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LeskovecCKFG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/LeskovecHK10,
author = {Jure Leskovec and
Daniel P. Huttenlocher and
Jon M. Kleinberg},
editor = {Elizabeth D. Mynatt and
Don Schoner and
Geraldine Fitzpatrick and
Scott E. Hudson and
W. Keith Edwards and
Tom Rodden},
title = {Signed networks in social media},
booktitle = {Proceedings of the 28th International Conference on Human Factors
in Computing Systems, {CHI} 2010, Atlanta, Georgia, USA, April 10-15,
2010},
pages = {1361--1370},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1753326.1753532},
doi = {10.1145/1753326.1753532},
timestamp = {Fri, 12 Mar 2021 15:27:48 +0100},
biburl = {https://dblp.org/rec/conf/chi/LeskovecHK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangL10,
author = {Jaewon Yang and
Jure Leskovec},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Modeling Information Diffusion in Implicit Networks},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {599--608},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.22},
doi = {10.1109/ICDM.2010.22},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YangL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/LeskovecHK10,
author = {Jure Leskovec and
Daniel P. Huttenlocher and
Jon M. Kleinberg},
editor = {William W. Cohen and
Samuel Gosling},
title = {Governance in Social Media: {A} Case Study of the Wikipedia Promotion
Process},
booktitle = {Proceedings of the Fourth International Conference on Weblogs and
Social Media, {ICWSM} 2010, Washington, DC, USA, May 23-26, 2010},
publisher = {The {AAAI} Press},
year = {2010},
url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM10/paper/view/1485},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/LeskovecHK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcdl/ShiLM10,
author = {Xiaolin Shi and
Jure Leskovec and
Daniel A. McFarland},
editor = {Jane Hunter and
Carl Lagoze and
C. Lee Giles and
Yuan{-}Fang Li},
title = {Citing for high impact},
booktitle = {Proceedings of the 2010 Joint International Conference on Digital
Libraries, {JCDL} 2010, Gold Coast, Queensland, Australia, June 21-25,
2010},
pages = {49--58},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1816123.1816131},
doi = {10.1145/1816123.1816131},
timestamp = {Tue, 27 Jul 2021 17:37:28 +0200},
biburl = {https://dblp.org/rec/conf/jcdl/ShiLM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Gomez-RodriguezLK10,
author = {Manuel Gomez{-}Rodriguez and
Jure Leskovec and
Andreas Krause},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Inferring networks of diffusion and influence},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {1019--1028},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835933},
doi = {10.1145/1835804.1835933},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Gomez-RodriguezLK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MyersL10,
author = {Seth A. Myers and
Jure Leskovec},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {On the Convexity of Latent Social Network Inference},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {1741--1749},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/cd758e8f59dfdf06a852adad277986ca-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MyersL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KangTAFL10,
author = {U Kang and
Charalampos E. Tsourakakis and
Ana Paula Appel and
Christos Faloutsos and
Jure Leskovec},
title = {Radius Plots for Mining Tera-byte Scale Graphs: Algorithms, Patterns,
and Observations},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {548--558},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.48},
doi = {10.1137/1.9781611972801.48},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KangTAFL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waw/KimL10,
author = {Myunghwan Kim and
Jure Leskovec},
editor = {Ravi Kumar and
D. Sivakumar},
title = {Multiplicative Attribute Graph Model of Real-World Networks},
booktitle = {Algorithms and Models for the Web-Graph - 7th International Workshop,
{WAW} 2010, Stanford, CA, USA, December 13-14, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6516},
pages = {62--73},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-18009-5\_7},
doi = {10.1007/978-3-642-18009-5\_7},
timestamp = {Mon, 08 Mar 2021 08:56:44 +0100},
biburl = {https://dblp.org/rec/conf/waw/KimL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LeskovecLM10,
author = {Jure Leskovec and
Kevin J. Lang and
Michael W. Mahoney},
editor = {Michael Rappa and
Paul Jones and
Juliana Freire and
Soumen Chakrabarti},
title = {Empirical comparison of algorithms for network community detection},
booktitle = {Proceedings of the 19th International Conference on World Wide Web,
{WWW} 2010, Raleigh, North Carolina, USA, April 26-30, 2010},
pages = {631--640},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1772690.1772755},
doi = {10.1145/1772690.1772755},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LeskovecLM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LeskovecHK10,
author = {Jure Leskovec and
Daniel P. Huttenlocher and
Jon M. Kleinberg},
editor = {Michael Rappa and
Paul Jones and
Juliana Freire and
Soumen Chakrabarti},
title = {Predicting positive and negative links in online social networks},
booktitle = {Proceedings of the 19th International Conference on World Wide Web,
{WWW} 2010, Raleigh, North Carolina, USA, April 26-30, 2010},
pages = {641--650},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1772690.1772756},
doi = {10.1145/1772690.1772756},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/LeskovecHK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2010soma,
editor = {Prem Melville and
Jure Leskovec and
Foster J. Provost},
title = {Proceedings of the First Workshop on Social Media Analytics, SOMA@KDD
2010, Washington, DC, USA, July 25, 2010},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1964858},
doi = {10.1145/1964858},
isbn = {978-1-4503-0217-3},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2010soma.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1003-2424,
author = {Jure Leskovec and
Daniel P. Huttenlocher and
Jon M. Kleinberg},
title = {Signed Networks in Social Media},
journal = {CoRR},
volume = {abs/1003.2424},
year = {2010},
url = {http://arxiv.org/abs/1003.2424},
eprinttype = {arXiv},
eprint = {1003.2424},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1003-2424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1003-2429,
author = {Jure Leskovec and
Daniel P. Huttenlocher and
Jon M. Kleinberg},
title = {Predicting Positive and Negative Links in Online Social Networks},
journal = {CoRR},
volume = {abs/1003.2429},
year = {2010},
url = {http://arxiv.org/abs/1003.2429},
eprinttype = {arXiv},
eprint = {1003.2429},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1003-2429.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1004-3351,
author = {Xiaolin Shi and
Jure Leskovec and
Daniel A. McFarland},
title = {Citing for High Impact},
journal = {CoRR},
volume = {abs/1004.3351},
year = {2010},
url = {http://arxiv.org/abs/1004.3351},
eprinttype = {arXiv},
eprint = {1004.3351},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1004-3351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1004-3539,
author = {Jure Leskovec and
Kevin J. Lang and
Michael W. Mahoney},
title = {Empirical Comparison of Algorithms for Network Community Detection},
journal = {CoRR},
volume = {abs/1004.3539},
year = {2010},
url = {http://arxiv.org/abs/1004.3539},
eprinttype = {arXiv},
eprint = {1004.3539},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1004-3539.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1004-3547,
author = {Jure Leskovec and
Daniel P. Huttenlocher and
Jon M. Kleinberg},
title = {Governance in Social Media: {A} case study of the Wikipedia promotion
process},
journal = {CoRR},
volume = {abs/1004.3547},
year = {2010},
url = {http://arxiv.org/abs/1004.3547},
eprinttype = {arXiv},
eprint = {1004.3547},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1004-3547.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1006-0234,
author = {Manuel Gomez{-}Rodriguez and
Jure Leskovec and
Andreas Krause},
title = {Inferring Networks of Diffusion and Influence},
journal = {CoRR},
volume = {abs/1006.0234},
year = {2010},
url = {http://arxiv.org/abs/1006.0234},
eprinttype = {arXiv},
eprint = {1006.0234},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1006-0234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1009-3499,
author = {Myunghwan Kim and
Jure Leskovec},
title = {Multiplicative Attribute Graph Model of Real-World Networks},
journal = {CoRR},
volume = {abs/1009.3499},
year = {2010},
url = {http://arxiv.org/abs/1009.3499},
eprinttype = {arXiv},
eprint = {1009.3499},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1009-3499.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-5504,
author = {Seth A. Myers and
Jure Leskovec},
title = {On the Convexity of Latent Social Network Inference},
journal = {CoRR},
volume = {abs/1010.5504},
year = {2010},
url = {http://arxiv.org/abs/1010.5504},
eprinttype = {arXiv},
eprint = {1010.5504},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1010-5504.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1011-4071,
author = {Lars Backstrom and
Jure Leskovec},
title = {Supervised Random Walks: Predicting and Recommending Links in Social
Networks},
journal = {CoRR},
volume = {abs/1011.4071},
year = {2010},
url = {http://arxiv.org/abs/1011.4071},
eprinttype = {arXiv},
eprint = {1011.4071},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1011-4071.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/im/LeskovecLDM09,
author = {Jure Leskovec and
Kevin J. Lang and
Anirban Dasgupta and
Michael W. Mahoney},
title = {Community Structure in Large Networks: Natural Cluster Sizes and the
Absence of Large Well-Defined Clusters},
journal = {Internet Math.},
volume = {6},
number = {1},
pages = {29--123},
year = {2009},
url = {https://doi.org/10.1080/15427951.2009.10129177},
doi = {10.1080/15427951.2009.10129177},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/im/LeskovecLDM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Leskovec09,
author = {Jure Leskovec},
editor = {Jun Wang and
Shi Zhou and
Dell Zhang},
title = {Networks, communities and kronecker products},
booktitle = {Proceeding of the {ACM} First International Workshop on Complex Networks
Meet Information {\&} Knowledge Management, {CIKM-CNIKM} 2009,
Hong Kong, China, November 6, 2009},
pages = {1--2},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1651274.1651275},
doi = {10.1145/1651274.1651275},
timestamp = {Wed, 12 Feb 2020 08:32:56 +0100},
biburl = {https://dblp.org/rec/conf/cikm/Leskovec09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Leskovec09,
author = {Jure Leskovec},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Tutorial summary: Large social and information networks: opportunities
for {ML}},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {19},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553560},
doi = {10.1145/1553374.1553560},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/Leskovec09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/GoetzLMF09,
author = {Michaela Goetz and
Jure Leskovec and
Mary McGlohon and
Christos Faloutsos},
editor = {Eytan Adar and
Matthew Hurst and
Tim Finin and
Natalie S. Glance and
Nicolas Nicolov and
Belle L. Tseng},
title = {Modeling Blog Dynamics},
booktitle = {Proceedings of the Third International Conference on Weblogs and Social
Media, {ICWSM} 2009, San Jose, California, USA, May 17-20, 2009},
publisher = {The {AAAI} Press},
year = {2009},
url = {http://aaai.org/ocs/index.php/ICWSM/09/paper/view/152},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/GoetzLMF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeskovecBK09,
author = {Jure Leskovec and
Lars Backstrom and
Jon M. Kleinberg},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {Meme-tracking and the dynamics of the news cycle},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {497--506},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557077},
doi = {10.1145/1557019.1557077},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LeskovecBK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AppelCFKLT09,
author = {Ana Paula Appel and
Deepayan Chakrabarti and
Christos Faloutsos and
Ravi Kumar and
Jure Leskovec and
Andrew Tomkins},
title = {ShatterPlots: Fast Tools for Mining Large Graphs},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {802--813},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.69},
doi = {10.1137/1.9781611972795.69},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AppelCFKLT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tissec/ChakrabartiWWLF08,
author = {Deepayan Chakrabarti and
Yang Wang and
Chenxi Wang and
Jure Leskovec and
Christos Faloutsos},
title = {Epidemic thresholds in real networks},
journal = {{ACM} Trans. Inf. Syst. Secur.},
volume = {10},
number = {4},
pages = {1:1--1:26},
year = {2008},
url = {https://doi.org/10.1145/1284680.1284681},
doi = {10.1145/1284680.1284681},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tissec/ChakrabartiWWLF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/FerlezFLMG08,
author = {Jure Ferlez and
Christos Faloutsos and
Jure Leskovec and
Dunja Mladenic and
Marko Grobelnik},
editor = {Gustavo Alonso and
Jos{\'{e}} A. Blakeley and
Arbee L. P. Chen},
title = {Monitoring Network Evolution using {MDL}},
booktitle = {Proceedings of the 24th International Conference on Data Engineering,
{ICDE} 2008, April 7-12, 2008, Canc{\'{u}}n, Mexico},
pages = {1328--1330},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDE.2008.4497545},
doi = {10.1109/ICDE.2008.4497545},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/FerlezFLMG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeskovecBKT08,
author = {Jure Leskovec and
Lars Backstrom and
Ravi Kumar and
Andrew Tomkins},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Microscopic evolution of social networks},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {462--470},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401948},
doi = {10.1145/1401890.1401948},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LeskovecBKT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SeshadriMSBFL08,
author = {Mukund Seshadri and
Sridhar Machiraju and
Ashwin Sridharan and
Jean Bolot and
Christos Faloutsos and
Jure Leskovec},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Mobile call graphs: beyond power-law and lognormal distributions},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {596--604},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401963},
doi = {10.1145/1401890.1401963},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SeshadriMSBFL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KumarTFJKLT08,
author = {Ravi Kumar and
Alexander Tuzhilin and
Christos Faloutsos and
David D. Jensen and
Gueorgi Kossinets and
Jure Leskovec and
Andrew Tomkins},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Social networks: looking ahead},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {1060},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1402017},
doi = {10.1145/1401890.1402017},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KumarTFJKLT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LeskovecLDM08,
author = {Jure Leskovec and
Kevin J. Lang and
Anirban Dasgupta and
Michael W. Mahoney},
editor = {Jinpeng Huai and
Robin Chen and
Hsiao{-}Wuen Hon and
Yunhao Liu and
Wei{-}Ying Ma and
Andrew Tomkins and
Xiaodong Zhang},
title = {Statistical properties of community structure in large social and
information networks},
booktitle = {Proceedings of the 17th International Conference on World Wide Web,
{WWW} 2008, Beijing, China, April 21-25, 2008},
pages = {695--704},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1367497.1367591},
doi = {10.1145/1367497.1367591},
timestamp = {Tue, 20 Dec 2022 21:20:03 +0100},
biburl = {https://dblp.org/rec/conf/www/LeskovecLDM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LeskovecH08,
author = {Jure Leskovec and
Eric Horvitz},
editor = {Jinpeng Huai and
Robin Chen and
Hsiao{-}Wuen Hon and
Yunhao Liu and
Wei{-}Ying Ma and
Andrew Tomkins and
Xiaodong Zhang},
title = {Planetary-scale views on a large instant-messaging network},
booktitle = {Proceedings of the 17th International Conference on World Wide Web,
{WWW} 2008, Beijing, China, April 21-25, 2008},
pages = {915--924},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1367497.1367620},
doi = {10.1145/1367497.1367620},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LeskovecH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0810-1355,
author = {Jure Leskovec and
Kevin J. Lang and
Anirban Dasgupta and
Michael W. Mahoney},
title = {Community Structure in Large Networks: Natural Cluster Sizes and the
Absence of Large Well-Defined Clusters},
journal = {CoRR},
volume = {abs/0810.1355},
year = {2008},
url = {http://arxiv.org/abs/0810.1355},
eprinttype = {arXiv},
eprint = {0810.1355},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0810-1355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeskovecCKFG08,
author = {Jure Leskovec and
Deepayan Chakrabarti and
Jon M. Kleinberg and
Christos Faloutsos and
Zoubin Ghahramani},
title = {Kronecker Graphs: An Approach to Modeling Networks},
journal = {CoRR},
volume = {abs/0812.4905},
year = {2008},
url = {http://arxiv.org/abs/0812.4905},
eprinttype = {arXiv},
eprint = {0812.4905},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeskovecCKFG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LeskovecKF07,
author = {Jure Leskovec and
Jon M. Kleinberg and
Christos Faloutsos},
title = {Graph evolution: Densification and shrinking diameters},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {1},
number = {1},
pages = {2},
year = {2007},
url = {https://doi.org/10.1145/1217299.1217301},
doi = {10.1145/1217299.1217301},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LeskovecKF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tweb/LeskovecAH07,
author = {Jure Leskovec and
Lada A. Adamic and
Bernardo A. Huberman},
title = {The dynamics of viral marketing},
journal = {{ACM} Trans. Web},
volume = {1},
number = {1},
pages = {5},
year = {2007},
url = {https://doi.org/10.1145/1232722.1232727},
doi = {10.1145/1232722.1232727},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tweb/LeskovecAH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeskovecF07,
author = {Jure Leskovec and
Christos Faloutsos},
editor = {Zoubin Ghahramani},
title = {Scalable modeling of real graphs using Kronecker multiplication},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {497--504},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273559},
doi = {10.1145/1273496.1273559},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeskovecF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/McGlohonLFHG07,
author = {Mary McGlohon and
Jure Leskovec and
Christos Faloutsos and
Matthew Hurst and
Natalie S. Glance},
editor = {Natalie S. Glance and
Nicolas Nicolov and
Eytan Adar and
Matthew Hurst and
Mark Liberman and
Franco Salvetti},
title = {Finding patterns in blog shapes and blog evolution},
booktitle = {Proceedings of the First International Conference on Weblogs and Social
Media, {ICWSM} 2007, Boulder, Colorado, USA, March 26-28, 2007},
year = {2007},
url = {http://www.icwsm.org/papers/paper18.html},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/McGlohonLFHG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/ChakrabartiLFMGF07,
author = {Deepayan Chakrabarti and
Jure Leskovec and
Christos Faloutsos and
Samuel Madden and
Carlos Guestrin and
Michalis Faloutsos},
title = {Information Survival Threshold in Sensor and {P2P} Networks},
booktitle = {{INFOCOM} 2007. 26th {IEEE} International Conference on Computer Communications,
Joint Conference of the {IEEE} Computer and Communications Societies,
6-12 May 2007, Anchorage, Alaska, {USA}},
pages = {1316--1324},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/INFCOM.2007.156},
doi = {10.1109/INFCOM.2007.156},
timestamp = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/infocom/ChakrabartiLFMGF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeskovecKGFVG07,
author = {Jure Leskovec and
Andreas Krause and
Carlos Guestrin and
Christos Faloutsos and
Jeanne M. VanBriesen and
Natalie S. Glance},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {Cost-effective outbreak detection in networks},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {420--429},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281239},
doi = {10.1145/1281192.1281239},
timestamp = {Fri, 10 Mar 2023 14:55:31 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LeskovecKGFVG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nato/Leskovec07,
author = {Jure Leskovec},
editor = {Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Domenico Perrotta and
Jakub Piskorski and
Ralf Steinberger},
title = {Diffusion and Cascading Behavior in Networks},
booktitle = {Mining Massive Data Sets for Security - Advances in Data Mining, Search,
Social Networks and Text Mining, and their Applications to Security,
Proceedings of the {NATO} Advanced Study Institute on Mining Massive
Data Sets for Security, Gazzada (Varese), Italy, 10-21 September 2007},
series = {{NATO} Science for Peace and Security Series - {D:} Information and
Communication Security},
volume = {19},
pages = {169--185},
publisher = {{IOS} Press},
year = {2007},
url = {https://doi.org/10.3233/978-1-58603-898-4-169},
doi = {10.3233/978-1-58603-898-4-169},
timestamp = {Mon, 06 May 2019 12:23:28 +0200},
biburl = {https://dblp.org/rec/conf/nato/Leskovec07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeskovecMFGH07,
author = {Jure Leskovec and
Mary McGlohon and
Christos Faloutsos and
Natalie S. Glance and
Matthew Hurst},
title = {Patterns of Cascading Behavior in Large Blog Graphs},
booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data
Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}},
pages = {551--556},
publisher = {{SIAM}},
year = {2007},
url = {https://doi.org/10.1137/1.9781611972771.60},
doi = {10.1137/1.9781611972771.60},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LeskovecMFGH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LeskovecDH07,
author = {Jure Leskovec and
Susan T. Dumais and
Eric Horvitz},
editor = {Carey L. Williamson and
Mary Ellen Zurko and
Peter F. Patel{-}Schneider and
Prashant J. Shenoy},
title = {Web projections: learning from contextual subgraphs of the web},
booktitle = {Proceedings of the 16th International Conference on World Wide Web,
{WWW} 2007, Banff, Alberta, Canada, May 8-12, 2007},
pages = {471--480},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1242572.1242636},
doi = {10.1145/1242572.1242636},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LeskovecDH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KrauseLG06,
author = {Andreas Krause and
Jure Leskovec and
Carlos Guestrin},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Data association for topic intensity tracking},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {497--504},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143907},
doi = {10.1145/1143844.1143907},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/KrauseLG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeskovecF06,
author = {Jure Leskovec and
Christos Faloutsos},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Sampling from large graphs},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {631--636},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150479},
doi = {10.1145/1150402.1150479},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LeskovecF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LeskovecSK06,
author = {Jure Leskovec and
Ajit Singh and
Jon M. Kleinberg},
editor = {Wee Keong Ng and
Masaru Kitsuregawa and
Jianzhong Li and
Kuiyu Chang},
title = {Patterns of Influence in a Recommendation Network},
booktitle = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia
Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3918},
pages = {380--389},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11731139\_44},
doi = {10.1007/11731139\_44},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LeskovecSK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/LeskovecAH06,
author = {Jure Leskovec and
Lada A. Adamic and
Bernardo A. Huberman},
editor = {Joan Feigenbaum and
John C.{-}I. Chuang and
David M. Pennock},
title = {The dynamics of viral marketing},
booktitle = {Proceedings 7th {ACM} Conference on Electronic Commerce (EC-2006),
Ann Arbor, Michigan, USA, June 11-15, 2006},
pages = {228--237},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1134707.1134732},
doi = {10.1145/1134707.1134732},
timestamp = {Tue, 27 Nov 2018 11:56:48 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/LeskovecAH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vldb/RodriguesTTFL06,
author = {Jos{\'{e}} Fernando Rodrigues Jr. and
Hanghang Tong and
Agma J. M. Traina and
Christos Faloutsos and
Jure Leskovec},
editor = {Umeshwar Dayal and
Kyu{-}Young Whang and
David B. Lomet and
Gustavo Alonso and
Guy M. Lohman and
Martin L. Kersten and
Sang Kyun Cha and
Young{-}Kuk Kim},
title = {GMine: {A} System for Scalable, Interactive Graph Visualization and
Mining},
booktitle = {Proceedings of the 32nd International Conference on Very Large Data
Bases, Seoul, Korea, September 12-15, 2006},
pages = {1195--1198},
publisher = {{ACM}},
year = {2006},
url = {http://dl.acm.org/citation.cfm?id=1164242},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vldb/RodriguesTTFL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informaticaSI/LeskovecSG05,
author = {Jure Leskovec and
Purnamrita Sarkar and
Carlos Guestrin},
title = {Modeling Link Qualities in a Sensor Network},
journal = {Informatica (Slovenia)},
volume = {29},
number = {4},
pages = {445--452},
year = {2005},
url = {http://www.informatica.si/index.php/informatica/article/view/60},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/informaticaSI/LeskovecSG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LeskovecMG05,
author = {Jure Leskovec and
Natasa Milic{-}Frayling and
Marko Grobelnik},
editor = {Manuela M. Veloso and
Subbarao Kambhampati},
title = {Impact of Linguistic Analysis on the Semantic Graph Coverage and Learning
of Document Extracts},
booktitle = {Proceedings, The Twentieth National Conference on Artificial Intelligence
and the Seventeenth Innovative Applications of Artificial Intelligence
Conference, July 9-13, 2005, Pittsburgh, Pennsylvania, {USA}},
pages = {1069--1074},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2005},
url = {http://www.aaai.org/Library/AAAI/2005/aaai05-169.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LeskovecMG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeskovecKF05,
author = {Jure Leskovec and
Jon M. Kleinberg and
Christos Faloutsos},
editor = {Robert Grossman and
Roberto J. Bayardo and
Kristin P. Bennett},
title = {Graphs over time: densification laws, shrinking diameters and possible
explanations},
booktitle = {Proceedings of the Eleventh {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August
21-24, 2005},
pages = {177--187},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1081870.1081893},
doi = {10.1145/1081870.1081893},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LeskovecKF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LeskovecCKF05,
author = {Jure Leskovec and
Deepayan Chakrabarti and
Jon M. Kleinberg and
Christos Faloutsos},
editor = {Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo and
Pavel Brazdil and
Rui Camacho and
Jo{\~{a}}o Gama},
title = {Realistic, Mathematically Tractable Graph Generation and Evolution,
Using Kronecker Multiplication},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2005, 9th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Porto,
Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3721},
pages = {133--145},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564126\_17},
doi = {10.1007/11564126\_17},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LeskovecCKF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-physics-0509039,
author = {Jure Leskovec and
Lada A. Adamic and
Bernardo A. Huberman},
title = {The Dynamics of Viral Marketing},
journal = {CoRR},
volume = {abs/physics/0509039},
year = {2005},
url = {http://arxiv.org/abs/physics/0509039},
eprinttype = {arXiv},
eprint = {physics/0509039},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-physics-0509039.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/BrankL03,
author = {Janez Brank and
Jure Leskovec},
title = {The Download Estimation task on {KDD} Cup 2003},
journal = {{SIGKDD} Explor.},
volume = {5},
number = {2},
pages = {160--162},
year = {2003},
url = {https://doi.org/10.1145/980972.980997},
doi = {10.1145/980972.980997},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/BrankL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeskovecS03,
author = {Jure Leskovec and
John Shawe{-}Taylor},
editor = {Tom Fawcett and
Nina Mishra},
title = {Linear Programming Boosting for Uneven Datasets},
booktitle = {Machine Learning, Proceedings of the Twentieth International Conference
{(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}},
pages = {456--463},
publisher = {{AAAI} Press},
year = {2003},
url = {http://www.aaai.org/Library/ICML/2003/icml03-061.php},
timestamp = {Thu, 13 Dec 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LeskovecS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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