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Xu Chen — most-cited papers & profile · Federated Learning
← authors
·
overview
Xu Chen
142
papers ·
2442
citations ·
61
h-index
Jiangnan University · Sun Yat-sen University · Hong Kong University of Science and Technology · China Telecom (China) · Cloud Computing Center · Renmin University of China
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Most-cited papers
HFEL: Joint Edge Association and Resource Allocation for Cost-Efficient Hierarchical Federated Edge Learning
2020 · 427 citations
Personalized Federated Learning for Intelligent IoT Applications: A Cloud-Edge based Framework
2020 · 417 citations
FedHome: Cloud-Edge based Personalized Federated Learning for In-Home Health Monitoring
2020 · 3 citations
When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multi-Timescale Resource Management for Multi-access Edge Computing in 5G Ultra Dense Network
2020 · 1 citations
HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association
2023 · 1 citations
FedDD: Toward Communication-efficient Federated Learning with Differential Parameter Dropout
2023 · 1 citations
Chained-DP: Can We Recycle Privacy Budget?
2023 · 1 citations
Decentralized Rank Scheduling for Energy-Constrained Multi-Task Federated Fine-Tuning in Edge-Assisted IoV Networks
2025
Label-shift robust federated feature screening for high-dimensional classification
2025
TACO: Tackling Over-correction in Federated Learning with Tailored Adaptive Correction
2025
In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning
2018
Enabling Long-Term Cooperation in Cross-Silo Federated Learning: A Repeated Game Perspective
2021
Collaboration in Participant-Centric Federated Learning: A Game-Theoretical Perspective
2022
Olive Branch Learning: A Topology-Aware Federated Learning Framework for Space-Air-Ground Integrated Network
2022
Device-Edge Cooperative Fine-Tuning of Foundation Models as a 6G Service
2023
Top co-authors
Qiong Wu
· 7
Xiaoxi Zhang
· 5
Zhi Zhou
· 4
Guangjing Huang
· 3
Junshan Zhang
· 3
Shuai Yu
· 3
Lin Chen
· 2
Tao Ouyang
· 2
Weijie Liu
· 2
Xiaowen Gong
· 2
Ziwei Zhan
· 2
and Kaibin Huang
· 1
Topics
Federated Learning
Edge Computing
Communication
Data Heterogeneity
Privacy
Optimization
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