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Fan, Rongfei
4 publications
ICML
2025
Contextual Bandits for Unbounded Context Distributions
Puning Zhao
,
Rongfei Fan
,
Shaowei Wang
,
Li Shen
,
Qixin Zhang
,
Zong Ke
,
Tianhang Zheng
AAAI
2025
Differential Private Stochastic Optimization with Heavy-Tailed Data: Towards Optimal Rates
Puning Zhao
,
Jiafei Wu
,
Zhe Liu
,
Chong Wang
,
Rongfei Fan
,
Qingming Li
NeurIPS
2025
Efficient Federated Learning Against Byzantine Attacks and Data Heterogeneity via Aggregating Normalized Gradients
Shiyuan Zuo
,
Xingrun Yan
,
Rongfei Fan
,
Li Shen
,
Puning Zhao
,
Jie Xu
,
Han Hu
ICLR
2025
Enhancing Learning with Label Differential Privacy by Vector Approximation
Puning Zhao
,
Jiafei Wu
,
Zhe Liu
,
Li Shen
,
Zhikun Zhang
,
Rongfei Fan
,
Le Sun
,
Qingming Li