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ORCIDBibTeX records: Shaoduo Gan
@article{DBLP:journals/vldb/JiangG0AKS00024,
author = {Jiawei Jiang and
Shaoduo Gan and
Bo Du and
Gustavo Alonso and
Ana Klimovic and
Ankit Singla and
Wentao Wu and
Sheng Wang and
Ce Zhang},
title = {A systematic evaluation of machine learning on serverless infrastructure},
journal = {{VLDB} J.},
volume = {33},
number = {2},
pages = {425--449},
year = {2024},
url = {https://doi.org/10.1007/s00778-023-00813-0},
doi = {10.1007/S00778-023-00813-0},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/JiangG0AKS00024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/GanMIKBL22,
author = {Shaoduo Gan and
Akhil Mathur and
Anton Isopoussu and
Fahim Kawsar and
Nadia Berthouze and
Nicholas D. Lane},
title = {FRuDA: Framework for Distributed Adversarial Domain Adaptation},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {11},
pages = {3153--3164},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3136673},
doi = {10.1109/TPDS.2021.3136673},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/GanMIKBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/0002LGYM0Y22,
author = {Bin Ji and
Shasha Li and
Shaoduo Gan and
Jie Yu and
Jun Ma and
Huijun Liu and
Jing Yang},
editor = {Nicoletta Calzolari and
Chu{-}Ren Huang and
Hansaem Kim and
James Pustejovsky and
Leo Wanner and
Key{-}Sun Choi and
Pum{-}Mo Ryu and
Hsin{-}Hsi Chen and
Lucia Donatelli and
Heng Ji and
Sadao Kurohashi and
Patrizia Paggio and
Nianwen Xue and
Seokhwan Kim and
Younggyun Hahm and
Zhong He and
Tony Kyungil Lee and
Enrico Santus and
Francis Bond and
Seung{-}Hoon Na},
title = {Few-shot Named Entity Recognition with Entity-level Prototypical Network
Enhanced by Dispersedly Distributed Prototypes},
booktitle = {Proceedings of the 29th International Conference on Computational
Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17,
2022},
pages = {1842--1854},
publisher = {International Committee on Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/2022.coling-1.159},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/coling/0002LGYM0Y22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/XuQYJRGKLL0Y022,
author = {Lijie Xu and
Shuang Qiu and
Binhang Yuan and
Jiawei Jiang and
C{\'{e}}dric Renggli and
Shaoduo Gan and
Kaan Kara and
Guoliang Li and
Ji Liu and
Wentao Wu and
Jieping Ye and
Ce Zhang},
editor = {Zachary G. Ives and
Angela Bonifati and
Amr El Abbadi},
title = {In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent
without Full Data Shuffle},
booktitle = {{SIGMOD} '22: International Conference on Management of Data, Philadelphia,
PA, USA, June 12 - 17, 2022},
pages = {1286--1300},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3514221.3526150},
doi = {10.1145/3514221.3526150},
timestamp = {Thu, 16 Mar 2023 09:51:25 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/XuQYJRGKLL0Y022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05830,
author = {Lijie Xu and
Shuang Qiu and
Binhang Yuan and
Jiawei Jiang and
C{\'{e}}dric Renggli and
Shaoduo Gan and
Kaan Kara and
Guoliang Li and
Ji Liu and
Wentao Wu and
Jieping Ye and
Ce Zhang},
title = {Stochastic Gradient Descent without Full Data Shuffle},
journal = {CoRR},
volume = {abs/2206.05830},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05830},
doi = {10.48550/ARXIV.2206.05830},
eprinttype = {arXiv},
eprint = {2206.05830},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-08023,
author = {Bin Ji and
Shasha Li and
Shaoduo Gan and
Jie Yu and
Jun Ma and
Huijun Liu},
title = {Few-shot Named Entity Recognition with Entity-level Prototypical Network
Enhanced by Dispersedly Distributed Prototypes},
journal = {CoRR},
volume = {abs/2208.08023},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.08023},
doi = {10.48550/ARXIV.2208.08023},
eprinttype = {arXiv},
eprint = {2208.08023},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-08023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Gan21,
author = {Shaoduo Gan},
title = {A System Study of Communication-Efficient Distributed Machine Learning},
school = {{ETH} Zurich, Z{\"{u}}rich, Switzerland},
year = {2021},
url = {https://hdl.handle.net/20.500.11850/517716},
doi = {10.3929/ETHZ-B-000517716},
timestamp = {Mon, 19 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Gan21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/GanLWCLSZLSJYYL21,
author = {Shaoduo Gan and
Xiangru Lian and
Rui Wang and
Jianbin Chang and
Chengjun Liu and
Hongmei Shi and
Shengzhuo Zhang and
Xianghong Li and
Tengxu Sun and
Jiawei Jiang and
Binhang Yuan and
Sen Yang and
Ji Liu and
Ce Zhang},
title = {{BAGUA:} Scaling up Distributed Learning with System Relaxations},
journal = {Proc. {VLDB} Endow.},
volume = {15},
number = {4},
pages = {804--813},
year = {2021},
url = {https://www.vldb.org/pvldb/vol15/p804-gan.pdf},
doi = {10.14778/3503585.3503590},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/GanLWCLSZLSJYYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/MelgarDGGHJKL0L21,
author = {Leonel Aguilar Melgar and
David Dao and
Shaoduo Gan and
Nezihe Merve G{\"{u}}rel and
Nora Hollenstein and
Jiawei Jiang and
Bojan Karlas and
Thomas Lemmin and
Tian Li and
Yang Li and
Susie Xi Rao and
Johannes Rausch and
C{\'{e}}dric Renggli and
Luka Rimanic and
Maurice Weber and
Shuai Zhang and
Zhikuan Zhao and
Kevin Schawinski and
Wentao Wu and
Ce Zhang},
title = {Ease.ML: {A} Lifecycle Management System for Machine Learning},
booktitle = {11th Conference on Innovative Data Systems Research, {CIDR} 2021,
Virtual Event, January 11-15, 2021, Online Proceedings},
publisher = {www.cidrdb.org},
year = {2021},
url = {http://cidrdb.org/cidr2021/papers/cidr2021\_paper26.pdf},
timestamp = {Fri, 05 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cidr/MelgarDGGHJKL0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TangGARLLLZH21,
author = {Hanlin Tang and
Shaoduo Gan and
Ammar Ahmad Awan and
Samyam Rajbhandari and
Conglong Li and
Xiangru Lian and
Ji Liu and
Ce Zhang and
Yuxiong He},
editor = {Marina Meila and
Tong Zhang},
title = {1-bit Adam: Communication Efficient Large-Scale Training with Adam's
Convergence Speed},
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 = {10118--10129},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/tang21a.html},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TangGARLLLZH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/JiangGLWAKS0021,
author = {Jiawei Jiang and
Shaoduo Gan and
Yue Liu and
Fanlin Wang and
Gustavo Alonso and
Ana Klimovic and
Ankit Singla and
Wentao Wu and
Ce Zhang},
editor = {Guoliang Li and
Zhanhuai Li and
Stratos Idreos and
Divesh Srivastava},
title = {Towards Demystifying Serverless Machine Learning Training},
booktitle = {{SIGMOD} '21: International Conference on Management of Data, Virtual
Event, China, June 20-25, 2021},
pages = {857--871},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3448016.3459240},
doi = {10.1145/3448016.3459240},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/JiangGLWAKS0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-02888,
author = {Hanlin Tang and
Shaoduo Gan and
Ammar Ahmad Awan and
Samyam Rajbhandari and
Conglong Li and
Xiangru Lian and
Ji Liu and
Ce Zhang and
Yuxiong He},
title = {1-bit Adam: Communication Efficient Large-Scale Training with Adam's
Convergence Speed},
journal = {CoRR},
volume = {abs/2102.02888},
year = {2021},
url = {https://arxiv.org/abs/2102.02888},
eprinttype = {arXiv},
eprint = {2102.02888},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-02888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-07806,
author = {Jiawei Jiang and
Shaoduo Gan and
Yue Liu and
Fanlin Wang and
Gustavo Alonso and
Ana Klimovic and
Ankit Singla and
Wentao Wu and
Ce Zhang},
title = {Towards Demystifying Serverless Machine Learning Training},
journal = {CoRR},
volume = {abs/2105.07806},
year = {2021},
url = {https://arxiv.org/abs/2105.07806},
eprinttype = {arXiv},
eprint = {2105.07806},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-07806.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-01499,
author = {Shaoduo Gan and
Xiangru Lian and
Rui Wang and
Jianbin Chang and
Chengjun Liu and
Hongmei Shi and
Shengzhuo Zhang and
Xianghong Li and
Tengxu Sun and
Jiawei Jiang and
Binhang Yuan and
Sen Yang and
Ji Liu and
Ce Zhang},
title = {{BAGUA:} Scaling up Distributed Learning with System Relaxations},
journal = {CoRR},
volume = {abs/2107.01499},
year = {2021},
url = {https://arxiv.org/abs/2107.01499},
eprinttype = {arXiv},
eprint = {2107.01499},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-01499.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-13381,
author = {Shaoduo Gan and
Akhil Mathur and
Anton Isopoussu and
Fahim Kawsar and
Nadia Berthouze and
Nicholas D. Lane},
title = {FRuDA: Framework for Distributed Adversarial Domain Adaptation},
journal = {CoRR},
volume = {abs/2112.13381},
year = {2021},
url = {https://arxiv.org/abs/2112.13381},
eprinttype = {arXiv},
eprint = {2112.13381},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-13381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-11343,
author = {Hanlin Tang and
Shaoduo Gan and
Samyam Rajbhandari and
Xiangru Lian and
Ji Liu and
Yuxiong He and
Ce Zhang},
title = {APMSqueeze: {A} Communication Efficient Adam-Preconditioned Momentum
{SGD} Algorithm},
journal = {CoRR},
volume = {abs/2008.11343},
year = {2020},
url = {https://arxiv.org/abs/2008.11343},
eprinttype = {arXiv},
eprint = {2008.11343},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-11343.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TangGZZL18,
author = {Hanlin Tang and
Shaoduo Gan and
Ce Zhang and
Tong Zhang and
Ji Liu},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Communication Compression for Decentralized Training},
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 = {7663--7673},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/44feb0096faa8326192570788b38c1d1-Abstract.html},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/TangGZZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06443,
author = {Hanlin Tang and
Ce Zhang and
Shaoduo Gan and
Tong Zhang and
Ji Liu},
title = {Decentralization Meets Quantization},
journal = {CoRR},
volume = {abs/1803.06443},
year = {2018},
url = {http://arxiv.org/abs/1803.06443},
eprinttype = {arXiv},
eprint = {1803.06443},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscc/ZhangGLZ16,
author = {Jiexin Zhang and
Shaoduo Gan and
Xiaoxue Liu and
Peidong Zhu},
title = {Intrusion detection in {SCADA} systems by traffic periodicity and
telemetry analysis},
booktitle = {{IEEE} Symposium on Computers and Communication, {ISCC} 2016, Messina,
Italy, June 27-30, 2016},
pages = {318--325},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ISCC.2016.7543760},
doi = {10.1109/ISCC.2016.7543760},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscc/ZhangGLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscc/GanZYLMLW16,
author = {Shaoduo Gan and
Jiexin Zhang and
Jie Yu and
Xiaoling Li and
Jun Ma and
Lei Luo and
Qingbo Wu},
title = {A novel optimization scheme for caching in locality-aware {P2P} networks},
booktitle = {{IEEE} Symposium on Computers and Communication, {ISCC} 2016, Messina,
Italy, June 27-30, 2016},
pages = {1024--1031},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ISCC.2016.7543871},
doi = {10.1109/ISCC.2016.7543871},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscc/GanZYLMLW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waim/GanYLMLWL16,
author = {Shaoduo Gan and
Jie Yu and
Xiaoling Li and
Jun Ma and
Lei Luo and
Qingbo Wu and
Shasha Li},
editor = {Bin Cui and
Nan Zhang and
Jianliang Xu and
Xiang Lian and
Dexi Liu},
title = {{ERPC:} An Edge-Resources Based Framework to Reduce Bandwidth Cost
in the Personal Cloud},
booktitle = {Web-Age Information Management - 17th International Conference, {WAIM}
2016, Nanchang, China, June 3-5, 2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9659},
pages = {444--456},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-39958-4\_35},
doi = {10.1007/978-3-319-39958-4\_35},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/waim/GanYLMLWL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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