Yan Huang

According to our database, Yan Huang authored at least 13 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Distributed Optimization With Personalization: A Flexible Algorithmic Framework.

Yan Huang, Jinming Xu, Wenchao Meng, Hoi-To Wai, Li Chai

IEEE Trans. Autom. Control., October, 2024

R-FAST: Robust Fully-Asynchronous Stochastic Gradient Tracking Over General Topology.

Zehan Zhu, Ye Tian, Yan Huang, Jinming Xu, Shibo He

IEEE Trans. Signal Inf. Process. over Networks, 2024

Achieving Near-Optimal Convergence for Distributed Minimax Optimization with Adaptive Stepsizes.

Yan Huang, Xiang Li, Yipeng Shen, Niao He, Jinming Xu

CoRR, 2024

PrivSGP-VR: Differentially Private Variance-Reduced Stochastic Gradient Push with Tight Utility Bounds.

Zehan Zhu, Yan Huang, Xin Wang, Jinming Xu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

Distributed Stochastic Bilevel Optimization: Improved Complexity and Heterogeneity Analysis.

Youcheng Niu, Jinming Xu, Ying Sun, Yan Huang, Li Chai

CoRR, 2023

Robust Fully-Asynchronous Methods for Distributed Training over General Architecture.

Zehan Zhu, Ye Tian, Yan Huang, Jinming Xu, Shibo He

CoRR, 2023

Asynchronous Byzantine-Robust Stochastic Aggregation with Variance Reduction for Distributed Learning.

Zehan Zhu, Yan Huang, Chengcheng Zhao, Jinming Xu

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

A Loopless Distributed Algorithm for Personalized Bilevel Optimization.

Youcheng Niu, Ying Sun, Yan Huang, Jinming Xu

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

On the Computation-Communication Trade-Off with A Flexible Gradient Tracking Approach.

Yan Huang, Jinming Xu

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

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

Proceedings of the International Conference on Machine Learning, 2022

Stochastic Gradient Tracking Methods for Distributed Personalized Optimization over Networks.

Yan Huang, Jinming Xu, Wenchao Meng, Hoi-To Wai

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Delay Compensation-Based Time Synchronization Under Random Delays: Algorithm and Experiment.

Yu-Ping Tian, Shaoheng Chun, Gan Chen, Siheng Zong, Yan Huang, Bo Wang

IEEE Trans. Control. Syst. Technol., 2021

2019

Detection Performance in m-ary Relay Trees with Link Failures and Unreliable Communications.

Yan Huang, Yu-Ping Tian

Proceedings of the 15th IEEE International Conference on Control and Automation, 2019