Liao, Weibin

4 publications

ICLR 2026 ADEPT: Continual Pretraining via Adaptive Expansion and Dynamic Decoupled Tuning Jinyang Zhang, Yue Fang, Hongxin Ding, Weibin Liao, Muyang Ye, Junfeng Zhao, Yasha Wang, Xu Chu

ICLR 2026 LearNAT: Learning NL2SQL with AST-Guided Task Decomposition for Large Language Models Weibin Liao, Xin Gao, Tianyu Jia, Rihong Qiu, Yifan Zhu, Yang Lin, Xinyu Ma, Junfeng Zhao, Yasha Wang

NeurIPS 2025 Magical: Medical Lay Language Generation via Semantic Invariance and Layperson-Tailored Adaptation Weibin Liao, Tianlong Wang, Yinghao Zhu, Yasha Wang, Junyi Gao, Liantao Ma

ICLR 2025 TPO: Aligning Large Language Models with Multi-Branch & Multi-Step Preference Trees Weibin Liao, Xu Chu, Yasha Wang