I received my Ph.D. in Computer Science and Technology from Tianjin University in November 2025, under the supervision of Prof. Xiaohong Li . My research focuses on AI security and software testing, including deep learning framework testing, deep learning model testing, and protocol fuzzing. Since January 2026, I have been working as a postdoctoral researcher at Singapore Management University with Prof. Xiaofei Xie, where my current research explores the reliability, robustness, and security of AI-enabled systems.

You can find my CV here: Lili Quan’s Curriculum Vitae.

Education

• Ph.D in College of Intelligence and Computing, Tianjin University, 2021-2025 (expected)
• M.S. in College of Intelligence and Computing, Tianjin University, 2018-2021
• B.S. in Tianjin University of Finance and Economics, 2014-2018

Activities

• PC member of the 1st International Workshop on Large Language Model Supply Chain Analysis (LLMSC 2025)
• PC member of the International World Wide Web Conference 2025 (WWW 2025)
• Junior PC member of Conference on Mining Software Repositories (MSR 2026)
• Reviewer of the Journal of Software: Evolution and Process (JSME 2025)