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Cheston Tan — most-cited papers & profile · Federated Learning
← authors
·
overview
Cheston Tan
26
papers ·
74
citations ·
16
h-index
Agency for Science, Technology and Research · Star Technology and Research (United States) · A*STAR Graduate Academy
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Most-cited papers
CAESAR: Enhancing Federated RL in Heterogeneous MDPs through Convergence-Aware Sampling with Screening
2024 · 2 citations
FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation
2025 · 1 citations
Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee
2021 · 1 citations
FedHQL: Federated Heterogeneous Q-Learning
2023 · 1 citations
Position Paper: Rethinking Privacy in RL for Sequential Decision-making in the Age of LLMs
2025
FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF
2024
Top co-authors
Roger Wattenhofer
· 4
Bryan Kian Hsiang Low
· 2
Wei Tsang Ooi
· 2
Yew-Soon Ong
· 2
Yining Ma
· 2
Zhongxiang Dai
· 2
Ji Wang
· 1
Luca A. Lanzend\"orfer
· 1
Topics
Federated Learning
Privacy
Adversarial Attacks