Lie He (贺烈)

ML, Optimization, AI Agents | Tenure-track AP @ SUFE .

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777 Guoding Road

Shanghai, 200433

P.R.China

I am currently a Tenure Track Assistant Professor at Shanghai University of Finance and Economics (SUFE) in the School of Computing and Artificial Intelligence. Prior to that, I obtained my Ph.D. at MLO, École Polytechnique Fédérale de Lausanne (EPFL), fortunately advised by Prof. Martin Jaggi. I received the Master of Science degree from EPFL and Bachelor of Science degree from University of Science and Technology of China (USTC).

:fire: I am looking for highly motivated graduate students​​ (both MS and ​​PhD​​) to join our research team. Our lab focuses on the robustness, certainty, and efficiency aspects of machine learning. Feel free to reach out to me at helie@sufe.edu.cn if you are interested.

news

Oct 23, 2025 Attendance to the CNCC (2025).
Oct 17, 2025 Selected as a NeurIPS 2025 Top Reviewer.
Jul 18, 2025 Attendance to the CSIAM-BDAI (2025).
Jun 18, 2025 Attendance to the ITCS Workshop (2025).
May 04, 2025 One paper accepted to ICML (2025).
Apr 13, 2025 Attendance to the Complexity & Algorithms Workshop (2025).