Chulin Xie
PhD student
Department of Computer Science
University of Illinois at Urbana-Champaign
E-mail: chulinx2@illinois.edu
Chulin Xie |
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PhD student |
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| Email / CV / GitHub / Google Scholar |
I am an incoming CS PhD student at University of Illinois at Urbana-Champaign, advised by Prof. Bo Li. Before that, I graduated from the CS Department, Zhejiang University in July 2020.
In general, my research interests include machine learning, adversarial robustness, federated learning and privacy.
| 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 In Submission [Arxiv] |
| Style-based Point Generator with Adversarial Rendering for Point Cloud Completion Chulin Xie*, Chuxin Wang*, Bo Zhang, Hao Yang, Dong Chen, Fang Wen In Submission |
| 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 |
| University of Illinois at Urbana-Champaign (May 2019 ~ Sep. 2019) Research Intern at Secure Learning Lab , advised by Prof. Bo Li, Prof. Qifeng Chen and Dr. Pin-Yu Chen |
| Zhejiang University (Apr. 2018 ~ Feb. 2019) Research Intern at Digital Media Computing & Design Lab , advised by Prof. Jun Xiao and Prof. Chao Wu |
| 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 |
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• Outstanding Graduates of Zhejiang, 2020 • First-Class Scholarship for Outstanding Students of ZJU, 2019 • National Second Prize for China's Undergraduate Mathematical Contest in Modeling, 2018 • First Prize of the 16th College Students Mathematical Contest in Modeling of ZJU, 2018 • 1st Place for ImageCLEF 2019 Visual Question Answering in the Medical Domain Competition, 2019 |
Last update: Dec, 2020