Yan Huang

28 papers A* 4A 1C 1Journal 16Unranked 6
YearRankTypeTitle / Venue / Authors
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
Beyond Scaffold: A Unified Spatio-Temporal Gradient Tracking Method.
CoRR
Yan Huang, Jinming Xu, Jiming Chen, Karl Henrik Johansson
2025 A conf
CoCoL: A Communication Efficient Decentralized Collaborative Learning Method for Multi-Robot Systems.
IROS
Jiaxin Huang, Yan Huang, Yixian Zhao, Wenchao Meng, Jinming Xu
2025 J jnl
CoCoL: A Communication Efficient Decentralized Collaborative Method for Multi-Robot Systems.
CoRR
Jiaxin Huang, Yan Huang, Yixian Zhao, Wenchao Meng, 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 — conf
Decentralized Riemannian Quasi-Newton Method on Compact Submanifolds.
CDC
Yixian Zhao, Yan Huang, Jinming Xu
2025 C conf
Distributed Personalized Optimization on Riemannian Manifolds with Gradient Tracking.
ACC
Yixian Zhao, Yan Huang, Haochang Zhang, Jinming Xu
2025 J jnl
Distributed Stochastic Bilevel Optimization: Improved Complexity and Heterogeneity Analysis.
J. Mach. Learn. Res.
Youcheng Niu, Jinming Xu, Ying Sun, Yan Huang, Li Chai
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
2025 J jnl
Pareto-optimal Tradeoffs Between Communication and Computation with Flexible Gradient Tracking.
CoRR
Yan Huang, Jinming Xu, Li Chai, Jiming Chen, Karl Henrik Johansson
2024 A* conf
Achieving Near-Optimal Convergence for Distributed Minimax Optimization with Adaptive Stepsizes.
NeurIPS
Yan Huang, Xiang Li, Yipeng Shen, Niao He, Jinming Xu
2024 J jnl
Achieving Near-Optimal Convergence for Distributed Minimax Optimization with Adaptive Stepsizes.
CoRR
Yan Huang, Xiang Li, Yipeng Shen, Niao He, Jinming Xu
2024 J jnl
Distributed Optimization With Personalization: A Flexible Algorithmic Framework.
IEEE Trans. Autom. Control.
Yan Huang, Jinming Xu, Wenchao Meng, Hoi-To Wai, Li Chai
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
A Loopless Distributed Algorithm for Personalized Bilevel Optimization.
CDC
Youcheng Niu, Ying Sun, Yan Huang, Jinming Xu
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
Distributed Stochastic Bilevel Optimization: Improved Complexity and Heterogeneity Analysis.
CoRR
Youcheng Niu, Jinming Xu, Ying Sun, Yan Huang, Li Chai
2023 — conf
On the Computation-Communication Trade-Off with A Flexible Gradient Tracking Approach.
CDC
Yan Huang, Jinming Xu
2023 J jnl
On the Computation-Communication Trade-Off with A Flexible Gradient Tracking Approach.
CoRR
Yan Huang, 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 — conf
Stochastic Gradient Tracking Methods for Distributed Personalized Optimization over Networks.
CDC
Yan Huang, Jinming Xu, Wenchao Meng, Hoi-To Wai
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
2021 J jnl
Delay Compensation-Based Time Synchronization Under Random Delays: Algorithm and Experiment.
IEEE Trans. Control. Syst. Technol.
Yu-Ping Tian, Shaoheng Chun, Gan Chen, Siheng Zong, Yan Huang, Bo Wang
2019 — conf
Detection Performance in m-ary Relay Trees with Link Failures and Unreliable Communications.
ICCA
Yan Huang, Yu-Ping Tian