Shuzhen Chen

According to our database, Shuzhen Chen authored at least 15 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Adaptive pruning-based Newton's method for distributed learning.

Shuzhen Chen, Yuan Yuan, Youming Tao, Tianzhu Wang, Zhipeng Cai, Dongxiao Yu

Theor. Comput. Sci., 2025

2024

De-RPOTA: Decentralized Learning With Resource Adaptation and Privacy Preservation Through Over-the-Air Computation.

Jing Qiao, Shikun Shen, Shuzhen Chen, Xiao Zhang, Tian Lan, Xiuzhen Cheng, Dongxiao Yu

IEEE/ACM Trans. Netw., December, 2024

Private Over-the-Air Federated Learning at Band-Limited Edge.

Youming Tao, Shuzhen Chen, Congwei Zhang, Di Wang, Dongxiao Yu, Xiuzhen Cheng, Falko Dressler

IEEE Trans. Mob. Comput., December, 2024

Distributed Learning for Large-Scale Models at Edge With Privacy Protection.

Yuan Yuan, Shuzhen Chen, Dongxiao Yu, Zengrui Zhao, Yifei Zou, Lizhen Cui, Xiuzhen Cheng

IEEE Trans. Computers, April, 2024

2023

A Distributed Privacy-Preserving Learning Dynamics in General Social Networks.

Youming Tao, Shuzhen Chen, Feng Li, Dongxiao Yu, Jiguo Yu, Hao Sheng

IEEE Trans. Knowl. Data Eng., September, 2023

Privacy-Enhanced Decentralized Federated Learning at Dynamic Edge.

Shuzhen Chen, Yangyang Wang, Dongxiao Yu, Ju Ren, Congan Xu, Yanwei Zheng

IEEE Trans. Computers, August, 2023

Robust decentralized stochastic gradient descent over unstable networks.

Yanwei Zheng, Liangxu Zhang, Shuzhen Chen, Xiao Zhang, Zhipeng Cai, Xiuzhen Cheng

Comput. Commun., April, 2023

Robust communication-efficient decentralized learning with heterogeneity.

Xiao Zhang, Yangyang Wang, Shuzhen Chen, Cui Wang, Dongxiao Yu, Xiuzhen Cheng

J. Syst. Archit., 2023

Communication Resources Limited Decentralized Learning with Privacy Guarantee through Over-the-Air Computation.

Jing Qiao, Shikun Shen, Shuzhen Chen, Xiao Zhang, Tian Lan, Xiuzhen Cheng, Dongxiao Yu

Proceedings of the Twenty-fourth International Symposium on Theory, 2023

Resource-Adaptive Newton's Method for Distributed Learning.

Shuzhen Chen, Yuan Yuan, Youming Tao, Zhipeng Cai, Dongxiao Yu

Proceedings of the Computing and Combinatorics - 29th International Conference, 2023

2022

Decentralized Wireless Federated Learning With Differential Privacy.

Shuzhen Chen, Dongxiao Yu, Yifei Zou, Jiguo Yu, Xiuzhen Cheng

IEEE Trans. Ind. Informatics, 2022

PPAR: A Privacy-Preserving Adaptive Ranking Algorithm for Multi-Armed-Bandit Crowdsourcing.

Shuzhen Chen, Dongxiao Yu, Feng Li, Zongrui Zou, Weifa Liang, Xiuzhen Cheng

Proceedings of the 30th IEEE/ACM International Symposium on Quality of Service, 2022

2021

Decentralized Parallel SGD With Privacy Preservation in Vehicular Networks.

Dongxiao Yu, Zongrui Zou, Shuzhen Chen, Youming Tao, Bing Tian, Weifeng Lv, Xiuzhen Cheng

IEEE Trans. Veh. Technol., 2021

Distributed learning dynamics of Multi-Armed Bandits for edge intelligence.

Shuzhen Chen, Youming Tao, Dongxiao Yu, Feng Li, Bei Gong

J. Syst. Archit., 2021

Privacy-Preserving Collaborative Learning for Multiarmed Bandits in IoT.

Shuzhen Chen, Youming Tao, Dongxiao Yu, Feng Li, Bei Gong, Xiuzhen Cheng

IEEE Internet Things J., 2021