Xiyuan Yang 杨熙元

I'm a 1st year Computer Science PhD student of idea-isail joint lab at UIUC, advised by Prof. Jingrui He.

Before joining UIUC, I got my bachelor degree (Computer Science) at Wuhan University, advised by Prof. Mang Ye. During my undergradudate studies, I have also worked with Prof. Tian Li at UChicago and Fangzhao Wu at Microsoft Research (Asia) on various research topics.

Email  /  CV  /  Google Scholar   

profile photo
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