Concepedia
Statistics
Publications
5
Citations
92
H-Index
Active since
2022
Affiliations
Macquarie University(Current)
Sun Yat-sen University
China Guangzhou Analysis and Testing Center
National Engineering Research Center for Information Technology in Agriculture
Tsinghua University
Xuezheng Liu is an author at Macquarie University specializing in computer science, federated learning, and privacy-preserving protocols.
Publications per year
2022–2023
AutoFL: A Bayesian Game Approach for Autonomous Client Participation in Federated Edge Learning
Miao Hu, Wenzhuo Yang, Zhenxiao Luo et al. · IEEE Transactions on Mobile Computing · 2022 · 24 citations
Computing, Autonomous Systems, Computer Science +17
Optimizing the Numbers of Queries and Replies in Convex Federated Learning With Differential Privacy
Yipeng Zhou, Xuezheng Liu, Yao Fu et al. · IEEE Transactions on Dependable and Secure Computing · 2023 · 22 citations
Computing, Computer Science, Algorithms +16
Accelerating Federated Learning via Parallel Servers: A Theoretically Guaranteed Approach
Xuezheng Liu, Zhicong Zhong, Yipeng Zhou et al. · IEEE/ACM Transactions on Networking · 2022 · 17 citations
Computing, Computer Science, Computer Systems +17
CSRA: Robust Incentive Mechanism Design for Differentially Private Federated Learning
Yunchao Yang, Miao Hu, Yipeng Zhou et al. · IEEE Transactions on Information Forensics and Security · 2023 · 16 citations
Computing, Computer Science, Auction Theory +16
Optimizing Parameter Mixing Under Constrained Communications in Parallel Federated Learning
Xuezheng Liu, Zirui Yan, Yipeng Zhou et al. · IEEE/ACM Transactions on Networking · 2023 · 13 citations
Computing, Computer Science, Computer Systems +13
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