| 2026 | AAAI | Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance. | Yue Fang, Yuxin Guo, Jiaran Gao, Hongxin Ding, Xinke Jiang, Weibin Liao, Yongxin Xu, Yinghao Zhu, Zhibang Yang, Liantao Ma, Junfeng Zhao, Yasha Wang |
| 2026 | ACL | ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs. | Hongxin Ding, Baixiang Huang, Yue Fang, Weibin Liao, Xinke Jiang, Jinyang Zhang, Yinghao Zhu, Zheng Li, Liantao Ma, Junfeng Zhao, Yasha Wang |
| 2026 | KDD | HyFunc: Accelerating LLM-based Function Calls for Agentic AI through Hybrid-Model Cascade and Dynamic Templating. | Weibin Liao, Jian-Guang Lou, Haoyi Xiong |
| 2025 | EMNLP | 3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection. | Hongxin Ding, Yue Fang, Runchuan Zhu, Xinke Jiang, Jinyang Zhang, Yongxin Xu, Weibin Liao, Xu Chu, Junfeng Zhao, Yasha Wang |
| 2025 | EMNLP | Teaching LLMs to Plan, Not Just Solve: Plan Learning Boosts LLMs Generalization in Reasoning Tasks. | Tianlong Wang, Junzhe Chen, Weibin Liao, Xueting Han, Jing Bai |
| 2025 | ICLR | TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees. | Weibin Liao, Xu Chu, Yasha Wang |
| 2025 | KDD | Learnable Prompt as Pseudo-Imputation: Rethinking the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction. | Weibin Liao, Yinghao Zhu, Zhongji Zhang, Yuhang Wang, Zixiang Wang, Xu Chu, Yasha Wang, Liantao Ma |
| 2022 | MICCAI | MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-Ray Images of Multiple Body Parts. | Weibin Liao, Haoyi Xiong, Qingzhong Wang, Yan Mo, Xuhong Li, Yi Liu, Zeyu Chen, Siyu Huang, Dejing Dou |
| 2020 | MICCAI | Detect and Identify Aneurysms Based on Adjusted 3D Attention UNet. | Yizhuan Jia, Weibin Liao, Yi Lv, Ziyu Su, Jiaqi Dou, Zhongwei Sun, Xuesong Li |
| 2020 | MICCAI | 3D Attention U-Net with Pretraining: A Solution to CADA-Aneurysm Segmentation Challenge. | Ziyu Su, Yizhuan Jia, Weibin Liao, Yi Lv, Jiaqi Dou, Zhongwei Sun, Xuesong Li |