Chulin Xie |
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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. |
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| Email / GitHub / Google Scholar |
| 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] |
| 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 |
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• Conference Reviewer: CVPR 2021, ICCV 2021 |
Last update: Feb, 2021