About
Education
Publications & Manuscripts
DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM Guardrails
MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design

Fast Sampling via Discrete Non-Markov Diffusion Models with Predetermined Transition Time

Uncertainty-Aware Reward-Free Exploration with General Function Approximation

Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems
Why Does Sharpness-Aware Minimization Generalize Better Than SGD?

Optimal Horizon-Free Reward-Free Exploration for Linear Mixture MDPs
Selected Honors & Awards
- ICML 2024 Travel Award, 2024
- NeurlPS 2023 Scholar Award, 2023
Teaching
     Teaching Assistant (TA)
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