Zichuan Liu

Sample-efficient LLM Optimization with Reset Replay

On the Effect of Sampling Diversity in Scaling LLM Inference

Humanizing the Machine: Proxy Attacks to Mislead LLM Detectors

Knowing What Not to Do: Leverage Language Model Insights for Action Space Pruning in Multi-agent Reinforcement Learning