Zhu, Zehan

3 publications

IJCAI 2025 Dyn-D2P: Dynamic Differentially Private Decentralized Learning with Provable Utility Guarantee Zehan Zhu, Yan Huang, Xin Wang, Shouling Ji, Jinming Xu

IJCAI 2024 PrivSGP-VR: Differentially Private Variance-Reduced Stochastic Gradient Push with Tight Utility Bounds Zehan Zhu, Yan Huang, Xin Wang, Jinming Xu

ICML 2022 Tackling Data Heterogeneity: A New Unified Framework for Decentralized SGD with Sample-Induced Topology Yan Huang, Ying Sun, Zehan Zhu, Changzhi Yan, Jinming Xu