Chen, Rong-Rong

5 publications

ICML 2024 A New Theoretical Perspective on Data Heterogeneity in Federated Optimization Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji

ICMLW 2023 A New Theoretical Perspective on Data Heterogeneity in Federated Optimization Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji

AAAI 2022 Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD Jiayi Wang, Shiqiang Wang, Rong-Rong Chen, Mingyue Ji

TMLR 2022 Multi-Agent Off-Policy TDC with Near-Optimal Sample and Communication Complexities Ziyi Chen, Yi Zhou, Rong-Rong Chen

ICML 2022 Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis Ziyi Chen, Yi Zhou, Rong-Rong Chen, Shaofeng Zou