Jin Peng Zhou

Pre-training Limited Memory Language Models with Internal and External Knowledge

Cognitive Structure Generation via Diffusion Models with Policy Optimization

Controllable Diffusion via Optimal Classifier Guidance

$Q\sharp$: Provably Optimal Distributional RL for LLM Post-Training

$Q\sharp$: Provably Optimal Distributional RL for LLM Post-Training

Value-Guided Search for Efficient Chain-of-Thought Reasoning

On Speeding Up Language Model Evaluation

Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond

On Orchestrating Personalized LLMs

Zero-shot Object-level Out-of-distribution Detection with Context-aware Inpainting