CV
Summary
Undergraduate researcher working on reinforcement learning for reasoning, verifiable AI systems, and multimodal reasoning evaluation.
Education
- Physics, Zhiyuan Honor College2027 expectedShanghai Jiao Tong University
Work Experience
- Research Intern2025-09 -Working on scalable reasoning systems under the supervision of Ning Ding.
- Research Intern2025-07 - 2025-12Worked on AI reasoning research under the supervision of Jie Fu.
- Research Intern2025-03 - 2025-05Worked on GeoBench under the supervision of Junchi Yan and Renqiu Xia.
- Research Assistant2024-08 - 2024-08Completed an AI4Physics research project.
Skills
Research Areas
- Reinforcement learning for reasoning
- Verifiable AI systems
- Multimodal reasoning evaluation
- AI4Physics
Publications
- GeoBench: Rethinking Multimodal Geometric Problem-Solving via Hierarchical Evaluation2026ICLR 2026A hierarchical benchmark for multimodal geometry reasoning that decomposes failures into visual perception, goal-oriented planning, theorem application, and self-reflective backtracking.
- Co4ICF: Co-evolving Physics-informed Surrogate and RL-based Pulse Optimizer for Inertial Confinement FusionManuscriptA closed-loop AI4Physics system coupling a physics-informed surrogate with an RL-based optimizer for pulse design.
Interests
- Scalable self-improving reasoning systemsRL, verification, self-play, hierarchical evaluation