Chulin Xie
Contact: chulinx2@illinois.edu

Hi! I am a third-year Ph.D. student in Computer Science at University of Illinois at Urbana-Champaign, advised by Prof. Bo Li.
My research focuses on enhancing the security/privacy/generalization of ML, and the intersection of these topics, especially in federated learning and language models. Previously, I received my Bachelor degree from Computer Science department at Zhejiang University in July 2020. I was a research intern at Microsoft Research and NVIDIA Research.
News
Sep 21, 2023 | Our work on GPT model trustworthiness, DecodingTrust, is accepted to NeurIPS 2023 as Oral. |
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Sep 2, 2023 | Our work on differential privacy and certified robustness in FL is accepted to ACM CCS 2023! |
May 22, 2023 | I start a research internship at Microsoft Research Redmond, working on privacy of LLMs. |
May 12, 2023 | Glad to receive ICML 2023 Travel Award. |
Oct 17, 2022 | Glad to receive SatML 2022 Travel Award. |
Sep 14, 2022 | Our paper CoPur for robust collaborative inference is accepted to NeurIPS 2022! |
Selected Research
-
Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning AttacksIn ACM Conference on Computer and Communications Security (CCS), 2023
Talks
- Federated Learning One World (FLOW) Seminar, Sept. 2020
Teaching Assistant
- CS 446: Machine Learning, Fall 2023
Services
- Conference Reviewer: CVPR 21-22, ICCV 21, ICML 22, NeurIPS 22-23, AAAI 23, MLSys 23, ICLR 24
- Workshop Co-Organizer: