Ruizhe Li
Southern University of Science and TechnologyI 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:
- 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)?
- How can we design computationally efficient methods that guarantee solution feasibility, even in non-convex settings?
- 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.
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Southern University of Science and TechnologyBachelor in MathematicsSep. 2022 - present
Honors & Awards
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Outstanding Student of SUSTECH2025
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Outstanding Student of SUSTECH2024
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Outstanding Student of SUSTECH2023
News
2026
One paper accepted by ICLR 2026
Jan 26