Chulin Xie

Welcome! I am a first-year CS PhD student at University of Illinois at Urbana-Champaign, advised by Prof. Bo Li. Before that, I received my Bachelor degree in the CS Department, Zhejiang University in July 2020.

My current research interests include machine learning, adversarial robustness, representation learning, federated learning and distributed optimization.

Selected Publications

CRFL: Certifiably Robust Federated Learning against Backdoor Attacks
Chulin Xie, Minghao Chen, Pin-Yu Chen, Bo Li
International Conference on Machine Learning (ICML) 2021
[Paper] [Code] [Poster]

Style-based Point Generator with Adversarial Rendering for Point Cloud Completion
Chulin Xie*, Chuxin Wang*, Bo Zhang, Hao Yang, Dong Chen, Fang Wen
Conference on Computer Vision and Pattern Recognition (CVPR) 2021
[Project] [Paper] [Code] [Poster]

DBA: Distributed Backdoor Attacks against Federated Learning
Chulin Xie, Keli Huang, Pin-Yu Chen, Bo Li
International Conference on Learning Representations (ICLR) 2020
[Paper] [Code] [Slides]

Last update: Jun, 2021