I am a second-year Computer Science Ph.D. student at University of Illinois at Urbana-Champaign, working with Prof. Gagandeep Singh. I am broadly interested in trustworthy machine learning. My research goal is to build robust, certifiable, and interpretable machine learning systems. Specifically, my research focuses on the following aspects:

• Robust and certifiable machine learning for vision and language models
• LLM robustness and explainability
• Federated learning
• Domain adaptation/generalization

Before that, I got my Master of Science degree in the same department. My Master research concentrates on federated learning for healthcare applications, with a focus on federated domain adaptation (FDA) problem both empirically and theoretically, advised by Prof. Sanmi Koyejo. Also, I got a Bachelor of Science degree in Computer Engineering with Highest Honors from ECE Department of UIUC.

I am happy to chat or collaborate if our research interests align. You can contact me at enyij2@illinois.edu or jiangenyi6@gmail.com.