Zehan Zhu

13 papers A* 3Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A multi-stage path aggregation module for small object detection on drone-captured scenarios.
Digit. Signal Process.
Wenyuan Fan, Xuemei Xu, Zhaohui Jiang, Zehan Zhu
2025 J jnl
Bandwidth-Aware Network Topology Optimization for Decentralized Learning.
CoRR
Yipeng Shen, Zehan Zhu, Yan Huang, Changzhi Yan, Cheng Zhuo, Jinming Xu
2025 J jnl
DP-CSGP: Differentially Private Stochastic Gradient Push with Compressed Communication.
CoRR
Zehan Zhu, Heng Zhao, Yan Huang, Joey Tianyi Zhou, Shouling Ji, Jinming Xu
2025 J jnl
Dyn-D
CoRR
Zehan Zhu, Yan Huang, Xin Wang, Shouling Ji, Jinming Xu
2025 A* conf
Dyn-D^2P: Dynamic Differentially Private Decentralized Learning with Provable Utility Guarantee.
IJCAI
Zehan Zhu, Yan Huang, Xin Wang, Shouling Ji, Jinming Xu
2024 J jnl
PerfTop: Towards performance prediction of distributed learning over general topology.
J. Parallel Distributed Comput.
Changzhi Yan, Zehan Zhu, Youcheng Niu, Cong Wang, Cheng Zhuo, Jinming Xu
2024 A* conf
PrivSGP-VR: Differentially Private Variance-Reduced Stochastic Gradient Push with Tight Utility Bounds.
IJCAI
Zehan Zhu, Yan Huang, Xin Wang, Jinming Xu
2024 J jnl
PrivSGP-VR: Differentially Private Variance-Reduced Stochastic Gradient Push with Tight Utility Bounds.
CoRR
Zehan Zhu, Yan Huang, Xin Wang, Jinming Xu
2024 J jnl
R-FAST: Robust Fully-Asynchronous Stochastic Gradient Tracking Over General Topology.
IEEE Trans. Signal Inf. Process. over Networks
Zehan Zhu, Ye Tian, Yan Huang, Jinming Xu, Shibo He
2023 — conf
Asynchronous Byzantine-Robust Stochastic Aggregation with Variance Reduction for Distributed Learning.
CDC
Zehan Zhu, Yan Huang, Chengcheng Zhao, Jinming Xu
2023 J jnl
Robust Fully-Asynchronous Methods for Distributed Training over General Architecture.
CoRR
Zehan Zhu, Ye Tian, Yan Huang, Jinming Xu, Shibo He
2022 A* conf
Tackling Data Heterogeneity: A New Unified Framework for Decentralized SGD with Sample-induced Topology.
ICML
Yan Huang, Ying Sun, Zehan Zhu, Changzhi Yan, Jinming Xu
2022 J jnl
Tackling Data Heterogeneity: A New Unified Framework for Decentralized SGD with Sample-induced Topology.
CoRR
Yan Huang, Ying Sun, Zehan Zhu, Changzhi Yan, Jinming Xu