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Jiayu Zhou — most-cited papers & profile · Federated Learning
← authors
·
overview
Jiayu Zhou
18
papers ·
144
citations ·
45
h-index
Hunan University · Sichuan University · University of Michigan · Hunan Provincial Maternal and Child Health Hospital · Southwest Jiaotong University
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Most-cited papers
Data-Free Knowledge Distillation for Heterogeneous Federated Learning
2021 · 66 citations
A Privacy-Preserving Hybrid Federated Learning Framework for Financial Crime Detection
2023 · 12 citations
Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey
2023 · 7 citations
Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources
2023 · 5 citations
FedNoisy: Federated Noisy Label Learning Benchmark
2023 · 4 citations
A Unified Linear Speedup Analysis of Federated Averaging and Nesterov FedAvg
2020 · 1 citations
Federated Robustness Propagation: Sharing Robustness in Heterogeneous Federated Learning
2021 · 1 citations
Efficient Split-Mix Federated Learning for On-Demand and In-Situ Customization
2022 · 1 citations
Owen Sampling Accelerates Contribution Estimation in Federated Learning
2025
FedLE: Federated Learning Client Selection with Lifespan Extension for Edge IoT Networks
2023
Top co-authors
Junyuan Hong
· 5
Steve Drew
· 3
Fan Dong
· 2
Haotao Wang
· 2
Jiajun Wu
· 2
Zhangyang Wang
· 2
Zhuangdi Zhu
· 2
Dun Zeng
· 1
Fei Wang
· 1
Hadi Hemmati
· 1
Haobo Zhang
· 1
Hossein KhademSohi
· 1
Topics
Federated Learning
Data Heterogeneity
Privacy
Optimization
Communication
Adversarial Attacks
Security
Edge Computing