Jian Guan

Trust-Region Adaptive Policy Optimization

ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding

Extended Inductive Reasoning for Personalized Preference Inference from Behavioral Signals

Beyond Nash Equilibrium: Bounded Rationality of LLMs and humans in Strategic Decision-making

Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation

DynaAct: Large Language Model Reasoning with Dynamic Action Spaces

Theoretical Benefit and Limitation of Diffusion Language Model

Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing

Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes

CodePlan: Unlocking Reasoning Potential in Large Language Models by Scaling Code-form Planning

Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes