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@article{DBLP:journals/corr/abs-2405-02745,
author = {Haibo Yang and
Peiwen Qiu and
Prashant Khanduri and
Minghong Fang and
Jia Liu},
title = {Understanding Server-Assisted Federated Learning in the Presence of
Incomplete Client Participation},
journal = {CoRR},
volume = {abs/2405.02745},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.02745},
doi = {10.48550/ARXIV.2405.02745},
eprinttype = {arXiv},
eprint = {2405.02745},
timestamp = {Wed, 10 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-02745.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-03082,
author = {Tianchen Zhou and
Hairi and
Haibo Yang and
Jia Liu and
Tian Tong and
Fan Yang and
Michinari Momma and
Yan Gao},
title = {Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2405.03082},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.03082},
doi = {10.48550/ARXIV.2405.03082},
eprinttype = {arXiv},
eprint = {2405.03082},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-03082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001LLDM23,
author = {Haibo Yang and
Zhuqing Liu and
Jia Liu and
Chaosheng Dong and
Michinari Momma},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Federated Multi-Objective 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/7cb2c2a8d35576c00078b6591ec26a7d-Abstract-Conference.html},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/0001LLDM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-09866,
author = {Haibo Yang and
Zhuqing Liu and
Jia Liu and
Chaosheng Dong and
Michinari Momma},
title = {Federated Multi-Objective Learning},
journal = {CoRR},
volume = {abs/2310.09866},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.09866},
doi = {10.48550/ARXIV.2310.09866},
eprinttype = {arXiv},
eprint = {2310.09866},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-09866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KhanduriYHLW022,
author = {Prashant Khanduri and
Haibo Yang and
Mingyi Hong and
Jia Liu and
Hoi{-}To Wai and
Sijia Liu},
title = {Decentralized Learning for Overparameterized Problems: {A} Multi-Agent
Kernel Approximation Approach},
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=oj2yn1Q4Ett},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/KhanduriYHLW022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangZK022,
author = {Haibo Yang and
Xin Zhang and
Prashant Khanduri and
Jia Liu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Anarchic Federated Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {25331--25363},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/yang22r.html},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YangZK022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/YangQLY22,
author = {Haibo Yang and
Peiwen Qiu and
Jia Liu and
Aylin Yener},
title = {Over-the-Air Federated Learning with Joint Adaptive Computation and
Power Control},
booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2022,
Espoo, Finland, June 26 - July 1, 2022},
pages = {1259--1264},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISIT50566.2022.9834342},
doi = {10.1109/ISIT50566.2022.9834342},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isit/YangQLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobihoc/ZhangFLYLZ22,
author = {Xin Zhang and
Minghong Fang and
Zhuqing Liu and
Haibo Yang and
Jia Liu and
Zhengyuan Zhu},
title = {{NET-FLEET:} achieving linear convergence speedup for fully decentralized
federated learning with heterogeneous data},
booktitle = {MobiHoc '22: The Twenty-third International Symposium on Theory, Algorithmic
Foundations, and Protocol Design for Mobile Networks and Mobile Computing,
Seoul, Republic of Korea, October 17 - 20, 2022},
pages = {71--80},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3492866.3549723},
doi = {10.1145/3492866.3549723},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mobihoc/ZhangFLYLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangL0022,
author = {Haibo Yang and
Zhuqing Liu and
Xin Zhang and
Jia Liu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {{SAGDA:} Achieving {\textdollar}{\textbackslash}mathcal\{O\}({\textbackslash}epsilon\{-2\}){\textdollar}
Communication Complexity in Federated Min-Max Learning},
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/2f13806d6580db60d9d7d6f89ba529ca-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangL0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangQ022,
author = {Haibo Yang and
Peiwen Qiu and
Jia Liu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Taming Fat-Tailed ("Heavier-Tailed" with Potentially Infinite Variance)
Noise in Federated Learning},
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/6cb7246003d556c4d1cbf9c17c392ee3-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangQ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spawc/MaoYQLY22,
author = {Jiayu Mao and
Haibo Yang and
Peiwen Qiu and
Jia Liu and
Aylin Yener},
title = {{CHARLES:} Channel-Quality-Adaptive Over-the-Air Federated Learning
over Wireless Networks},
booktitle = {23rd {IEEE} International Workshop on Signal Processing Advances in
Wireless Communication, {SPAWC} 2022, Oulu, Finland, July 4-6, 2022},
pages = {1--5},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SPAWC51304.2022.9833989},
doi = {10.1109/SPAWC51304.2022.9833989},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/spawc/MaoYQLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-05867,
author = {Haibo Yang and
Peiwen Qiu and
Jia Liu and
Aylin Yener},
title = {Over-the-Air Federated Learning with Joint Adaptive Computation and
Power Control},
journal = {CoRR},
volume = {abs/2205.05867},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.05867},
doi = {10.48550/ARXIV.2205.05867},
eprinttype = {arXiv},
eprint = {2205.05867},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-05867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09330,
author = {Jiayu Mao and
Haibo Yang and
Peiwen Qiu and
Jia Liu and
Aylin Yener},
title = {{CHARLES:} Channel-Quality-Adaptive Over-the-Air Federated Learning
over Wireless Networks},
journal = {CoRR},
volume = {abs/2205.09330},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09330},
doi = {10.48550/ARXIV.2205.09330},
eprinttype = {arXiv},
eprint = {2205.09330},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09330.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-08490,
author = {Xin Zhang and
Minghong Fang and
Zhuqing Liu and
Haibo Yang and
Jia Liu and
Zhengyuan Zhu},
title = {{NET-FLEET:} Achieving Linear Convergence Speedup for Fully Decentralized
Federated Learning with Heterogeneous Data},
journal = {CoRR},
volume = {abs/2208.08490},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.08490},
doi = {10.48550/ARXIV.2208.08490},
eprinttype = {arXiv},
eprint = {2208.08490},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-08490.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00611,
author = {Haibo Yang and
Zhuqing Liu and
Xin Zhang and
Jia Liu},
title = {{SAGDA:} Achieving O({\(\epsilon\)}\({}^{\mbox{-2}}\)) Communication
Complexity in Federated Min-Max Learning},
journal = {CoRR},
volume = {abs/2210.00611},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00611},
doi = {10.48550/ARXIV.2210.00611},
eprinttype = {arXiv},
eprint = {2210.00611},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00690,
author = {Haibo Yang and
Peiwen Qiu and
Jia Liu},
title = {Taming Fat-Tailed ("Heavier-Tailed" with Potentially Infinite Variance)
Noise in Federated Learning},
journal = {CoRR},
volume = {abs/2210.00690},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00690},
doi = {10.48550/ARXIV.2210.00690},
eprinttype = {arXiv},
eprint = {2210.00690},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00690.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YangFL21,
author = {Haibo Yang and
Minghong Fang and
Jia Liu},
title = {Achieving Linear Speedup with Partial Worker Participation in Non-IID
Federated 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=jDdzh5ul-d},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/YangFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KhanduriSYHLRV21,
author = {Prashant Khanduri and
Pranay Sharma and
Haibo Yang and
Mingyi Hong and
Jia Liu and
Ketan Rajawat and
Pramod K. Varshney},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {{STEM:} {A} Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal
Sample and Communication Complexities for Federated Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {6050--6061},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/3016a447172f3045b65f5fc83e04b554-Abstract.html},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KhanduriSYHLRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wiopt/YangLB21,
author = {Haibo Yang and
Jia Liu and
Elizabeth S. Bentley},
editor = {Javad Ghaderi and
Elif Uysal and
Guoliang Xue},
title = {CFedAvg: Achieving Efficient Communication and Fast Convergence in
Non-IID Federated Learning},
booktitle = {19th International Symposium on Modeling and Optimization in Mobile,
Ad hoc, and Wireless Networks, WiOpt 2021, Virtual Conference, October
18-21, 2021},
pages = {113--120},
publisher = {{IFIP}},
year = {2021},
url = {https://dl.ifip.org/db/conf/wiopt/wiopt2021/WiOpt\_2021\_paper\_23.pdf},
doi = {10.23919/WIOPT52861.2021.9589061},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wiopt/YangLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-11203,
author = {Haibo Yang and
Minghong Fang and
Jia Liu},
title = {Achieving Linear Speedup with Partial Worker Participation in Non-IID
Federated Learning},
journal = {CoRR},
volume = {abs/2101.11203},
year = {2021},
url = {https://arxiv.org/abs/2101.11203},
eprinttype = {arXiv},
eprint = {2101.11203},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-11203.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07155,
author = {Haibo Yang and
Jia Liu and
Elizabeth S. Bentley},
title = {CFedAvg: Achieving Efficient Communication and Fast Convergence in
Non-IID Federated Learning},
journal = {CoRR},
volume = {abs/2106.07155},
year = {2021},
url = {https://arxiv.org/abs/2106.07155},
eprinttype = {arXiv},
eprint = {2106.07155},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07155.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10435,
author = {Prashant Khanduri and
Pranay Sharma and
Haibo Yang and
Mingyi Hong and
Jia Liu and
Ketan Rajawat and
Pramod K. Varshney},
title = {{STEM:} {A} Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal
Sample and Communication Complexities for Federated Learning},
journal = {CoRR},
volume = {abs/2106.10435},
year = {2021},
url = {https://arxiv.org/abs/2106.10435},
eprinttype = {arXiv},
eprint = {2106.10435},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10435.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-09875,
author = {Haibo Yang and
Xin Zhang and
Prashant Khanduri and
Jia Liu},
title = {Anarchic Federated Learning},
journal = {CoRR},
volume = {abs/2108.09875},
year = {2021},
url = {https://arxiv.org/abs/2108.09875},
eprinttype = {arXiv},
eprint = {2108.09875},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-09875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spawc/YangZF020,
author = {Haibo Yang and
Xin Zhang and
Minghong Fang and
Jia Liu},
title = {Adaptive Multi-Hierarchical signSGD for Communication-Efficient Distributed
Optimization},
booktitle = {21st {IEEE} International Workshop on Signal Processing Advances in
Wireless Communications, {SPAWC} 2020, Atlanta, GA, USA, May 26-29,
2020},
pages = {1--5},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SPAWC48557.2020.9154256},
doi = {10.1109/SPAWC48557.2020.9154256},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/spawc/YangZF020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/YangZFL19,
author = {Haibo Yang and
Xin Zhang and
Minghong Fang and
Jia Liu},
title = {Byzantine-Resilient Stochastic Gradient Descent for Distributed Learning:
{A} Lipschitz-Inspired Coordinate-wise Median Approach},
booktitle = {58th {IEEE} Conference on Decision and Control, {CDC} 2019, Nice,
France, December 11-13, 2019},
pages = {5832--5837},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CDC40024.2019.9029245},
doi = {10.1109/CDC40024.2019.9029245},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdc/YangZFL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-04532,
author = {Haibo Yang and
Xin Zhang and
Minghong Fang and
Jia Liu},
title = {Byzantine-Resilient Stochastic Gradient Descent for Distributed Learning:
{A} Lipschitz-Inspired Coordinate-wise Median Approach},
journal = {CoRR},
volume = {abs/1909.04532},
year = {2019},
url = {http://arxiv.org/abs/1909.04532},
eprinttype = {arXiv},
eprint = {1909.04532},
timestamp = {Thu, 07 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-04532.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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