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Cen Chen — most-cited papers & profile · Federated Learning
← authors
·
overview
Cen Chen
10
papers ·
27
citations ·
35
h-index
Huazhong University of Science and Technology · East China Normal University · South China University of Technology
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Most-cited papers
A Theoretical Perspective on Differentially Private Federated Multi-task Learning
2020 · 15 citations
Privacy-preserving Transfer Learning via Secure Maximum Mean Discrepancy
2020 · 5 citations
Practical and Light-weight Secure Aggregation for Federated Submodel Learning
2021 · 3 citations
Privacy Threats Analysis to Secure Federated Learning
2021 · 2 citations
SLPerf: a Unified Framework for Benchmarking Split Learning
2023 · 1 citations
You Can Backdoor Personalized Federated Learning
2023
UPFL: Unsupervised Personalized Federated Learning towards New Clients
2023
FedMCP: Parameter-Efficient Federated Learning with Model-Contrastive Personalization
2024
Top co-authors
Li Wang
· 3
Tiandi Ye
· 2
Yinggui Wang
· 2
Bingzhe Wu
· 1
Bin Zhang
· 1
Chen Qu
· 1
Huiwen Wu
· 1
Jamie Cui
· 1
Junhan Liu
· 1
Liyao Xiang
· 1
Ming Gao
· 1
Ming Gao
· 1
Topics
Federated Learning
Privacy
Encryption
Security
Data Heterogeneity
Optimization
Adversarial Attacks
Communication