Lian Yan

KA2L: A Knowledge-Aware Active Learning Framework for LLMs

MedCalc-R1: Knowledge-Guided Reward Framework for Medical Mathematical Reasoning

Prospective Decision Learning for Safe Exploration in Model-free Reinforcement Learning