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Publications
- 2024
[j112]Yuan Yuan
, Shuzhen Chen, Dongxiao Yu, Zengrui Zhao, Yifei Zou, Lizhen Cui, Xiuzhen Cheng:
Distributed Learning for Large-Scale Models at Edge With Privacy Protection. IEEE Trans. Computers 73(4): 1060-1070 (2024)- 2023
- [j100]Xiao Zhang, Yangyang Wang, Shuzhen Chen, Cui Wang, Dongxiao Yu, Xiuzhen Cheng:
Robust communication-efficient decentralized learning with heterogeneity. J. Syst. Archit. 141: 102900 (2023) - [j92]Shuzhen Chen, Yangyang Wang, Dongxiao Yu, Ju Ren, Congan Xu, Yanwei Zheng:
Privacy-Enhanced Decentralized Federated Learning at Dynamic Edge. IEEE Trans. Computers 72(8): 2165-2180 (2023) - [j82]Youming Tao, Shuzhen Chen, Feng Li, Dongxiao Yu, Jiguo Yu, Hao Sheng:
A Distributed Privacy-Preserving Learning Dynamics in General Social Networks. IEEE Trans. Knowl. Data Eng. 35(9): 9547-9561 (2023) - [c68]Shuzhen Chen, Yuan Yuan, Youming Tao, Zhipeng Cai, Dongxiao Yu:
Resource-Adaptive Newton's Method for Distributed Learning. COCOON (1) 2023: 335-346 - [c61]Jing Qiao, Shikun Shen, Shuzhen Chen, Xiao Zhang, Tian Lan, Xiuzhen Cheng, Dongxiao Yu:
Communication Resources Limited Decentralized Learning with Privacy Guarantee through Over-the-Air Computation. MobiHoc 2023: 201-210 - [i29]Shuzhen Chen, Yuan Yuan, Youming Tao, Zhipeng Cai, Dongxiao Yu:
Resource-Adaptive Newton's Method for Distributed Learning. CoRR abs/2308.10154 (2023) - 2022
- [j68]Shuzhen Chen, Dongxiao Yu, Yifei Zou, Jiguo Yu, Xiuzhen Cheng:
Decentralized Wireless Federated Learning With Differential Privacy. IEEE Trans. Ind. Informatics 18(9): 6273-6282 (2022) - [c53]Shuzhen Chen, Dongxiao Yu, Feng Li, Zongrui Zou, Weifa Liang, Xiuzhen Cheng:
PPAR: A Privacy-Preserving Adaptive Ranking Algorithm for Multi-Armed-Bandit Crowdsourcing. IWQoS 2022: 1-10 - 2021
- [j57]Shuzhen Chen, Youming Tao, Dongxiao Yu, Feng Li, Bei Gong, Xiuzhen Cheng:
Privacy-Preserving Collaborative Learning for Multiarmed Bandits in IoT. IEEE Internet Things J. 8(5): 3276-3286 (2021) - [j55]Shuzhen Chen, Youming Tao, Dongxiao Yu, Feng Li, Bei Gong:
Distributed learning dynamics of Multi-Armed Bandits for edge intelligence. J. Syst. Archit. 114: 101919 (2021) - [j47]Dongxiao Yu, Zongrui Zou, Shuzhen Chen, Youming Tao, Bing Tian, Weifeng Lv, Xiuzhen Cheng:
Decentralized Parallel SGD With Privacy Preservation in Vehicular Networks. IEEE Trans. Veh. Technol. 70(6): 5211-5220 (2021) - [i13]Shuzhen Chen, Dongxiao Yu, Yifei Zou, Jiguo Yu, Xiuzhen Cheng:
Decentralized Wireless Federated Learning with Differential Privacy. CoRR abs/2109.09142 (2021) - 2020
- [i9]Youming Tao, Shuzhen Chen, Feng Li, Dongxiao Yu, Jiguo Yu, Hao Sheng:
A Distributed Privacy-Preserving Learning Dynamics in General Social Networks. CoRR abs/2011.09845 (2020)
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