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.

In general, my research interests include machine learning, adversarial robustness, distributed optimization, federated learning and privacy.

Email  /  GitHub  /  Google Scholar

Research


Data Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses
Micah Goldblum, Dimitris Tsipras, Chulin Xie, Xinyun Chen, Avi Schwarzschild, Dawn Song, Aleksander Madry, Bo Li, Tom Goldstein
[Arxiv]

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 Page] [PDF] [Code]

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]

Attack-Resistant Federated Learning with Residual-based Reweighting
Shuhao Fu, Chulin Xie, Bo Li, Qifeng Chen
AAAI Workshop on Towards Robust, Secure and Efficient Machine Learning 2021
[Arxiv]

Experiences


Microsoft Research Asia (Jan. 2020 ~ Aug. 2020)
Research Intern at Visual Computing Group, mentored by Dr. Bo Zhang and Dr. Dong Chen

ByteDance (Feb. 2019 ~ May 2019)
Software Engineering Intern at Efficiency Engineering Group

National University of Singapore (Jul. 2018)
Summer Session Visiting at School of Computing, advised by Prof. Kelvin Sung

Service


• Conference Reviewer: CVPR 2021, ICCV 2021

Last update: Feb, 2021