Xiyuan Yang

Xiyuan Yang 杨熙元

I am a 4th year undergraduate student in School of Computer Science at Wuhan University, supervised by Prof. Mang Ye.

My research interest includes Distributed Trustworthy Machine Learning.

Previously, I was a research intern at MSRA, SC Group, supervised by Principal Researcher Fangzhao Wu. I've also been a research intern at UChicago supervised by Prof. Tian Li.

I'm joining iSAIL Lab at UIUC as a PhD in Fall 2025, supervised by Prof. Jingrui He. If you are interested in collaborating with me or want to have a chat, always feel free to contact me : )

Email / Google Scholar

Published Research

	FedAS: Bridging Inconsistency in Personalized Federated Learning Xiyuan Yang, Wenke Huang, Mang Ye CVPR, 2024
	Dynamic Personalized Federated Learning with Adaptive Differential Privacy Xiyuan Yang⁺, Wenke Huang⁺, Mang Ye NeurIPS, 2023
	Robust Heterogeneous Federated Learning under Data Corruption Xiuwe Fang, Mang Ye, Xiyuan Yang ICCV, 2023

Manuscript

Differentially Private Federated Clustering with Random Rebalancing
Xiyuan Yang, Shengyuan Hu, Tian Li
Manuscript

Last Update: Mar 2025. Source code credit to Dr. Jon Barron