Chengkai Huang

FERA: Uncertainty-aware Federated Reasoning for Large Language Models

Contextual Bandits with LLM-Derived Priors and Adaptive Calibration

Listwise Preference Diffusion Optimization for User Behavior Trajectories Prediction

Federated In-Context Learning: Iterative Refinement for Improved Answer Quality