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Shusen Yang — most-cited papers & profile · Federated Learning
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overview
Shusen Yang
9
papers ·
30
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Towards Efficient and Stable K-Asynchronous Federated Learning with Unbounded Stale Gradients on Non-IID Data
2022 · 70 citations
Asynchronous Federated Learning with Differential Privacy for Edge Intelligence
2019 · 27 citations
HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association
2023 · 1 citations
FedLED: Label-Free Equipment Fault Diagnosis with Vertical Federated Transfer Learning
2023 · 1 citations
Review of Mathematical Optimization in Federated Learning
2024 · 1 citations
FairGFL: Privacy-Preserving Fairness-Aware Federated Learning with Overlapping Subgraphs
2025
Rethinking Layer-wise Gaussian Noise Injection: Bridging Implicit Objectives and Privacy Budget Allocation
2025
Belt and Braces: When Federated Learning Meets Differential Privacy
2024
Understanding Byzantine Robustness in Federated Learning with A Black-box Server
2024
Top co-authors
Xuebin Ren
· 8
Cong Zhao
· 3
Fangyuan Zhao
· 3
Zihao Zhou
· 3
Yanan Li
· 2
Zongben Xu
· 2
Bolin Ding
· 1
Jie Shen
· 1
Julie McCann
· 1
Junshan Zhang
· 1
Liang Shi
· 1
Peng Zhao
· 1
Topics
Federated Learning
cs.LG
Privacy
Edge Computing
Optimization
Communication
cs.DC
Data Heterogeneity