Ruizhe Li
Logo Southern University of Science and Technology

I am a final-year undergraduate student at Southern University of Science and Technology (SUSTech) in Shenzhen, China. I am also a member of the Fields Honor Class, an elite program for mathematics undergraduates.

My research interests lie at the intersection of optimization, graph learning, and machine learning, with a particular focus on theoretical foundations. To be precise, I am interested in the following problems:

  1. How can the inductive bias of optimization problems be leveraged to design learning-based architectures that achieve both universality and efficiency (in terms of training and generalization)?
  2. How can we design computationally efficient methods that guarantee solution feasibility, even in non-convex settings?
  3. How can we design interpretable methods for learning to optimize that extend beyond deep unrolling?

I am very fortunate to work with Enming Liang and be supervised by Minghua Chen.


Education
  • Southern University of Science and Technology
    Southern University of Science and Technology
    Bachelor in Mathematics
    Sep. 2022 - present
Honors & Awards
  • Outstanding Student of SUSTECH
    2025
  • Outstanding Student of SUSTECH
    2024
  • Outstanding Student of SUSTECH
    2023
News
2026
One paper accepted by ICLR 2026
Jan 26