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@inproceedings{DBLP:conf/eurosys/HuSZPZL024,
  author       = {Hanpeng Hu and
                  Junwei Su and
                  Juntao Zhao and
                  Yanghua Peng and
                  Yibo Zhu and
                  Haibin Lin and
                  Chuan Wu},
  title        = {{CDMPP:} {A} Device-Model Agnostic Framework for Latency Prediction
                  of Tensor Programs},
  booktitle    = {Proceedings of the Nineteenth European Conference on Computer Systems,
                  EuroSys 2024, Athens, Greece, April 22-25, 2024},
  pages        = {1054--1074},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3627703.3629572},
  doi          = {10.1145/3627703.3629572},
  timestamp    = {Sat, 04 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/HuSZPZL024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nsdi/JiangLZHCZPLXNJ24,
  author       = {Ziheng Jiang and
                  Haibin Lin and
                  Yinmin Zhong and
                  Qi Huang and
                  Yangrui Chen and
                  Zhi Zhang and
                  Yanghua Peng and
                  Xiang Li and
                  Cong Xie and
                  Shibiao Nong and
                  Yulu Jia and
                  Sun He and
                  Hongmin Chen and
                  Zhihao Bai and
                  Qi Hou and
                  Shipeng Yan and
                  Ding Zhou and
                  Yiyao Sheng and
                  Zhuo Jiang and
                  Haohan Xu and
                  Haoran Wei and
                  Zhang Zhang and
                  Pengfei Nie and
                  Leqi Zou and
                  Sida Zhao and
                  Liang Xiang and
                  Zherui Liu and
                  Zhe Li and
                  Xiaoying Jia and
                  Jianxi Ye and
                  Xin Jin and
                  Xin Liu},
  editor       = {Laurent Vanbever and
                  Irene Zhang},
  title        = {MegaScale: Scaling Large Language Model Training to More Than 10,
                  000 GPUs},
  booktitle    = {21st {USENIX} Symposium on Networked Systems Design and Implementation,
                  {NSDI} 2024, Santa Clara, CA, April 15-17, 2024},
  pages        = {745--760},
  publisher    = {{USENIX} Association},
  year         = {2024},
  url          = {https://www.usenix.org/conference/nsdi24/presentation/jiang-ziheng},
  timestamp    = {Fri, 19 Apr 2024 11:29:16 +0200},
  biburl       = {https://dblp.org/rec/conf/nsdi/JiangLZHCZPLXNJ24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppopp/ZhaoWWPL24,
  author       = {Juntao Zhao and
                  Borui Wan and
                  Chuan Wu and
                  Yanghua Peng and
                  Haibin Lin},
  editor       = {Michel Steuwer and
                  I{-}Ting Angelina Lee and
                  Milind Chabbi},
  title        = {{POSTER:} {LLM-PQ:} Serving {LLM} on Heterogeneous Clusters with Phase-Aware
                  Partition and Adaptive Quantization},
  booktitle    = {Proceedings of the 29th {ACM} {SIGPLAN} Annual Symposium on Principles
                  and Practice of Parallel Programming, PPoPP 2024, Edinburgh, United
                  Kingdom, March 2-6, 2024},
  pages        = {460--462},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3627535.3638480},
  doi          = {10.1145/3627535.3638480},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ppopp/ZhaoWWPL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15627,
  author       = {Ziheng Jiang and
                  Haibin Lin and
                  Yinmin Zhong and
                  Qi Huang and
                  Yangrui Chen and
                  Zhi Zhang and
                  Yanghua Peng and
                  Xiang Li and
                  Cong Xie and
                  Shibiao Nong and
                  Yulu Jia and
                  Sun He and
                  Hongmin Chen and
                  Zhihao Bai and
                  Qi Hou and
                  Shipeng Yan and
                  Ding Zhou and
                  Yiyao Sheng and
                  Zhuo Jiang and
                  Haohan Xu and
                  Haoran Wei and
                  Zhang Zhang and
                  Pengfei Nie and
                  Leqi Zou and
                  Sida Zhao and
                  Liang Xiang and
                  Zherui Liu and
                  Zhe Li and
                  Xiaoying Jia and
                  Jianxi Ye and
                  Xin Jin and
                  Xin Liu},
  title        = {MegaScale: Scaling Large Language Model Training to More Than 10,
                  000 GPUs},
  journal      = {CoRR},
  volume       = {abs/2402.15627},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.15627},
  doi          = {10.48550/ARXIV.2402.15627},
  eprinttype    = {arXiv},
  eprint       = {2402.15627},
  timestamp    = {Mon, 25 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-15627.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-01136,
  author       = {Juntao Zhao and
                  Borui Wan and
                  Yanghua Peng and
                  Haibin Lin and
                  Chuan Wu},
  title        = {{LLM-PQ:} Serving {LLM} on Heterogeneous Clusters with Phase-Aware
                  Partition and Adaptive Quantization},
  journal      = {CoRR},
  volume       = {abs/2403.01136},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.01136},
  doi          = {10.48550/ARXIV.2403.01136},
  eprinttype    = {arXiv},
  eprint       = {2403.01136},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2403-01136.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosys/WangLZN23,
  author       = {Zhuang Wang and
                  Haibin Lin and
                  Yibo Zhu and
                  T. S. Eugene Ng},
  editor       = {Giuseppe Antonio Di Luna and
                  Leonardo Querzoni and
                  Alexandra Fedorova and
                  Dushyanth Narayanan},
  title        = {Hi-Speed {DNN} Training with Espresso: Unleashing the Full Potential
                  of Gradient Compression with Near-Optimal Usage Strategies},
  booktitle    = {Proceedings of the Eighteenth European Conference on Computer Systems,
                  EuroSys 2023, Rome, Italy, May 8-12, 2023},
  pages        = {867--882},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3552326.3567505},
  doi          = {10.1145/3552326.3567505},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/WangLZN23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07999,
  author       = {Yite Wang and
                  Jiahao Su and
                  Hanlin Lu and
                  Cong Xie and
                  Tianyi Liu and
                  Jianbo Yuan and
                  Haibin Lin and
                  Ruoyu Sun and
                  Hongxia Yang},
  title        = {{LEMON:} Lossless model expansion},
  journal      = {CoRR},
  volume       = {abs/2310.07999},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.07999},
  doi          = {10.48550/ARXIV.2310.07999},
  eprinttype    = {arXiv},
  eprint       = {2310.07999},
  timestamp    = {Tue, 24 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-07999.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09690,
  author       = {Hanpeng Hu and
                  Junwei Su and
                  Juntao Zhao and
                  Yanghua Peng and
                  Yibo Zhu and
                  Haibin Lin and
                  Chuan Wu},
  title        = {{CDMPP:} {A} Device-Model Agnostic Framework for Latency Prediction
                  of Tensor Programs},
  journal      = {CoRR},
  volume       = {abs/2311.09690},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.09690},
  doi          = {10.48550/ARXIV.2311.09690},
  eprinttype    = {arXiv},
  eprint       = {2311.09690},
  timestamp    = {Tue, 02 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-09690.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/ws/HuangL22,
  author       = {Wenhua Huang and
                  Haibin Lin},
  title        = {The World of 5G - Volume 5: Intelligent Medicine},
  publisher    = {WorldScientific},
  year         = {2022},
  url          = {https://doi.org/10.1142/12479-vol5},
  doi          = {10.1142/12479-VOL5},
  isbn         = {9789811244193},
  timestamp    = {Wed, 03 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/ws/HuangL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/0005WZZLZSHMMLS22,
  author       = {Hang Zhang and
                  Chongruo Wu and
                  Zhongyue Zhang and
                  Yi Zhu and
                  Haibin Lin and
                  Zhi Zhang and
                  Yue Sun and
                  Tong He and
                  Jonas Mueller and
                  R. Manmatha and
                  Mu Li and
                  Alexander J. Smola},
  title        = {ResNeSt: Split-Attention Networks},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops,
                  {CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022},
  pages        = {2735--2745},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CVPRW56347.2022.00309},
  doi          = {10.1109/CVPRW56347.2022.00309},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/0005WZZLZSHMMLS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/HuJZP0ZLG22,
  author       = {Hanpeng Hu and
                  Chenyu Jiang and
                  Yuchen Zhong and
                  Yanghua Peng and
                  Chuan Wu and
                  Yibo Zhu and
                  Haibin Lin and
                  Chuanxiong Guo},
  editor       = {Diana Marculescu and
                  Yuejie Chi and
                  Carole{-}Jean Wu},
  title        = {dPRO: {A} Generic Performance Diagnosis and Optimization Toolkit for
                  Expediting Distributed {DNN} Training},
  booktitle    = {Proceedings of Machine Learning and Systems 2022, MLSys 2022, Santa
                  Clara, CA, USA, August 29 - September 1, 2022},
  publisher    = {mlsys.org},
  year         = {2022},
  url          = {https://proceedings.mlsys.org/paper\_files/paper/2022/hash/b422680f3db0986ddd7f8f126baaf0fa-Abstract.html},
  timestamp    = {Mon, 13 May 2024 16:08:52 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsys/HuJZP0ZLG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenXMGPL0Z22,
  author       = {Yangrui Chen and
                  Cong Xie and
                  Meng Ma and
                  Juncheng Gu and
                  Yanghua Peng and
                  Haibin Lin and
                  Chuan Wu and
                  Yibo Zhu},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {SAPipe: Staleness-Aware Pipeline for Data Parallel {DNN} Training},
  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/725ce5f2b1a8e2e0ac66994e7fefe375-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/ChenXMGPL0Z22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-02473,
  author       = {Hanpeng Hu and
                  Chenyu Jiang and
                  Yuchen Zhong and
                  Yanghua Peng and
                  Chuan Wu and
                  Yibo Zhu and
                  Haibin Lin and
                  Chuanxiong Guo},
  title        = {dPRO: {A} Generic Profiling and Optimization System for Expediting
                  Distributed {DNN} Training},
  journal      = {CoRR},
  volume       = {abs/2205.02473},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.02473},
  doi          = {10.48550/ARXIV.2205.02473},
  eprinttype    = {arXiv},
  eprint       = {2205.02473},
  timestamp    = {Wed, 11 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-02473.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14465,
  author       = {Zhuang Wang and
                  Haibin Lin and
                  Yibo Zhu and
                  T. S. Eugene Ng},
  title        = {Espresso: Revisiting Gradient Compression from the System Perspective},
  journal      = {CoRR},
  volume       = {abs/2205.14465},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.14465},
  doi          = {10.48550/ARXIV.2205.14465},
  eprinttype    = {arXiv},
  eprint       = {2205.14465},
  timestamp    = {Tue, 07 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-14465.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-07829,
  author       = {Yuchen Zhong and
                  Cong Xie and
                  Shuai Zheng and
                  Haibin Lin},
  title        = {Compressed Communication for Distributed Training: Adaptive Methods
                  and System},
  journal      = {CoRR},
  volume       = {abs/2105.07829},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.07829},
  eprinttype    = {arXiv},
  eprint       = {2105.07829},
  timestamp    = {Tue, 18 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-07829.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/GuoHHLLLSWXZZ0Z20,
  author       = {Jian Guo and
                  He He and
                  Tong He and
                  Leonard Lausen and
                  Mu Li and
                  Haibin Lin and
                  Xingjian Shi and
                  Chenguang Wang and
                  Junyuan Xie and
                  Sheng Zha and
                  Aston Zhang and
                  Hang Zhang and
                  Zhi Zhang and
                  Zhongyue Zhang and
                  Shuai Zheng and
                  Yi Zhu},
  title        = {GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural
                  Language Processing},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {23:1--23:7},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/19-429.html},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/GuoHHLLLSWXZZ0Z20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MaNLD20,
  author       = {Yifei Ma and
                  Balakrishnan (Murali) Narayanaswamy and
                  Haibin Lin and
                  Hao Ding},
  editor       = {Rajesh Gupta and
                  Yan Liu and
                  Jiliang Tang and
                  B. Aditya Prakash},
  title        = {Temporal-Contextual Recommendation in Real-Time},
  booktitle    = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
  pages        = {2291--2299},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3394486.3403278},
  doi          = {10.1145/3394486.3403278},
  timestamp    = {Mon, 02 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/MaNLD20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XieZKGLL20,
  author       = {Cong Xie and
                  Shuai Zheng and
                  Oluwasanmi Koyejo and
                  Indranil Gupta and
                  Mu Li and
                  Haibin Lin},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {{CSER:} Communication-efficient {SGD} with Error Reset},
  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/94cb02feb750f20bad8a85dfe7e18d11-Abstract.html},
  timestamp    = {Wed, 19 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/XieZKGLL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/ZhangCLWAJ20,
  author       = {Zhen Zhang and
                  Chaokun Chang and
                  Haibin Lin and
                  Yida Wang and
                  Raman Arora and
                  Xin Jin},
  editor       = {Behnaz Arzani and
                  Xin Jin},
  title        = {Is Network the Bottleneck of Distributed Training?},
  booktitle    = {Proceedings of the 2020 Workshop on Network Meets {AI} {\&} ML,
                  NetAI@SIGCOMM, Virtual Event, USA, August 14, 2020},
  pages        = {8--13},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3405671.3405810},
  doi          = {10.1145/3405671.3405810},
  timestamp    = {Fri, 29 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigcomm/ZhangCLWAJ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-08955,
  author       = {Hang Zhang and
                  Chongruo Wu and
                  Zhongyue Zhang and
                  Yi Zhu and
                  Zhi Zhang and
                  Haibin Lin and
                  Yue Sun and
                  Tong He and
                  Jonas Mueller and
                  R. Manmatha and
                  Mu Li and
                  Alexander J. Smola},
  title        = {ResNeSt: Split-Attention Networks},
  journal      = {CoRR},
  volume       = {abs/2004.08955},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.08955},
  eprinttype    = {arXiv},
  eprint       = {2004.08955},
  timestamp    = {Wed, 10 Apr 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-08955.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10103,
  author       = {Zhen Zhang and
                  Chaokun Chang and
                  Haibin Lin and
                  Yida Wang and
                  Raman Arora and
                  Xin Jin},
  title        = {Is Network the Bottleneck of Distributed Training?},
  journal      = {CoRR},
  volume       = {abs/2006.10103},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.10103},
  eprinttype    = {arXiv},
  eprint       = {2006.10103},
  timestamp    = {Fri, 29 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-10103.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13484,
  author       = {Shuai Zheng and
                  Haibin Lin and
                  Sheng Zha and
                  Mu Li},
  title        = {Accelerated Large Batch Optimization of {BERT} Pretraining in 54 minutes},
  journal      = {CoRR},
  volume       = {abs/2006.13484},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.13484},
  eprinttype    = {arXiv},
  eprint       = {2006.13484},
  timestamp    = {Thu, 12 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-13484.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-13221,
  author       = {Cong Xie and
                  Shuai Zheng and
                  Oluwasanmi Koyejo and
                  Indranil Gupta and
                  Mu Li and
                  Haibin Lin},
  title        = {{CSER:} Communication-efficient {SGD} with Error Reset},
  journal      = {CoRR},
  volume       = {abs/2007.13221},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.13221},
  eprinttype    = {arXiv},
  eprint       = {2007.13221},
  timestamp    = {Wed, 19 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-13221.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LinSLZHZS19,
  author       = {Haibin Lin and
                  Xingjian Shi and
                  Leonard Lausen and
                  Aston Zhang and
                  He He and
                  Sheng Zha and
                  Alexander J. Smola},
  editor       = {Timothy Baldwin and
                  Marine Carpuat},
  title        = {Dive into Deep Learning for Natural Language Processing},
  booktitle    = {Proceedings of the 2019 Conference on Empirical Methods in Natural
                  Language Processing and the 9th International Joint Conference on
                  Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
                  November 3-7, 2019 - Tutorial Abstracts},
  publisher    = {Association for Computational Linguistics},
  year         = {2019},
  url          = {https://aclanthology.org/D19-2000/},
  timestamp    = {Thu, 05 Aug 2021 17:36:17 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/LinSLZHZS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-07421,
  author       = {Sheng Zha and
                  Ziheng Jiang and
                  Haibin Lin and
                  Zhi Zhang},
  title        = {Just-in-Time Dynamic-Batching},
  journal      = {CoRR},
  volume       = {abs/1904.07421},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.07421},
  eprinttype    = {arXiv},
  eprint       = {1904.07421},
  timestamp    = {Thu, 25 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-07421.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12043,
  author       = {Haibin Lin and
                  Hang Zhang and
                  Yifei Ma and
                  Tong He and
                  Zhi Zhang and
                  Sheng Zha and
                  Mu Li},
  title        = {Dynamic Mini-batch {SGD} for Elastic Distributed Training: Learning
                  in the Limbo of Resources},
  journal      = {CoRR},
  volume       = {abs/1904.12043},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.12043},
  eprinttype    = {arXiv},
  eprint       = {1904.12043},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-12043.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-04433,
  author       = {Jian Guo and
                  He He and
                  Tong He and
                  Leonard Lausen and
                  Mu Li and
                  Haibin Lin and
                  Xingjian Shi and
                  Chenguang Wang and
                  Junyuan Xie and
                  Sheng Zha and
                  Aston Zhang and
                  Hang Zhang and
                  Zhi Zhang and
                  Zhongyue Zhang and
                  Shuai Zheng},
  title        = {GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural
                  Language Processing},
  journal      = {CoRR},
  volume       = {abs/1907.04433},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.04433},
  eprinttype    = {arXiv},
  eprint       = {1907.04433},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-04433.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01315,
  author       = {Minjie Wang and
                  Lingfan Yu and
                  Da Zheng and
                  Quan Gan and
                  Yu Gai and
                  Zihao Ye and
                  Mufei Li and
                  Jinjing Zhou and
                  Qi Huang and
                  Chao Ma and
                  Ziyue Huang and
                  Qipeng Guo and
                  Hao Zhang and
                  Haibin Lin and
                  Junbo Zhao and
                  Jinyang Li and
                  Alexander J. Smola and
                  Zheng Zhang},
  title        = {Deep Graph Library: Towards Efficient and Scalable Deep Learning on
                  Graphs},
  journal      = {CoRR},
  volume       = {abs/1909.01315},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.01315},
  eprinttype    = {arXiv},
  eprint       = {1909.01315},
  timestamp    = {Thu, 25 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-01315.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-09030,
  author       = {Cong Xie and
                  Oluwasanmi Koyejo and
                  Indranil Gupta and
                  Haibin Lin},
  title        = {Local AdaAlter: Communication-Efficient Stochastic Gradient Descent
                  with Adaptive Learning Rates},
  journal      = {CoRR},
  volume       = {abs/1911.09030},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.09030},
  eprinttype    = {arXiv},
  eprint       = {1911.09030},
  timestamp    = {Tue, 03 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-09030.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/PavloAALLMMMPQS17,
  author       = {Andrew Pavlo and
                  Gustavo Angulo and
                  Joy Arulraj and
                  Haibin Lin and
                  Jiexi Lin and
                  Lin Ma and
                  Prashanth Menon and
                  Todd C. Mowry and
                  Matthew Perron and
                  Ian Quah and
                  Siddharth Santurkar and
                  Anthony Tomasic and
                  Skye Toor and
                  Dana Van Aken and
                  Ziqi Wang and
                  Yingjun Wu and
                  Ran Xian and
                  Tieying Zhang},
  title        = {Self-Driving Database Management Systems},
  booktitle    = {8th Biennial Conference on Innovative Data Systems Research, {CIDR}
                  2017, Chaminade, CA, USA, January 8-11, 2017, Online Proceedings},
  publisher    = {www.cidrdb.org},
  year         = {2017},
  url          = {http://cidrdb.org/cidr2017/papers/p42-pavlo-cidr17.pdf},
  timestamp    = {Mon, 18 Jul 2022 17:13:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cidr/PavloAALLMMMPQS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cadgraphics/MiaoL13,
  author       = {Yongwei Miao and
                  Haibin Lin},
  title        = {Visual Saliency Guided Global and Local Resizing for 3D Models},
  booktitle    = {2013 International Conference on Computer-Aided Design and Computer
                  Graphics, CAD/Graphics 2013, Guangzhou, China, November 16-18, 2013},
  pages        = {212--219},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/CADGraphics.2013.35},
  doi          = {10.1109/CADGRAPHICS.2013.35},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cadgraphics/MiaoL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/MiaoL13,
  author       = {Yongwei Miao and
                  Haibin Lin},
  editor       = {Baoquan Chen and
                  Andrei Sharf},
  title        = {3D reconstruction of complex geometric solids from 2D line drawings},
  booktitle    = {{SIGGRAPH} Asia 2013, Hong Kong, China, November 19-22, 2013, Poster
                  Proceedings},
  pages        = {9},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2542302.2542314},
  doi          = {10.1145/2542302.2542314},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/siggraph/MiaoL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/MiaoL13a,
  author       = {Yongwei Miao and
                  Haibin Lin},
  editor       = {Baoquan Chen and
                  Andrei Sharf},
  title        = {Salience-based feature preserving resizing for 3D models},
  booktitle    = {{SIGGRAPH} Asia 2013, Hong Kong, China, November 19-22, 2013, Poster
                  Proceedings},
  pages        = {13},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2542302.2542319},
  doi          = {10.1145/2542302.2542319},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/siggraph/MiaoL13a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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