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Weibin Liao

8 papers at tracked venues · 6 at CORE A* · active 2025–2026

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Venues

EMNLP ×2SIGKDD ×2AAAI ×1ACL ×1ICLR ×1NeurIPS ×1

Frequent coauthors

Yasha Wang
×6
Yinghao Zhu
×4
Liantao Ma
×4
Hongxin Ding
×3
Yue Fang
×3
Xinke Jiang
×3
Junfeng Zhao
×3
Xu Chu
×3
Jinyang Zhang
×2
Yongxin Xu
×2
Tianlong Wang
×2
Jian-Guang Lou
×1

Papers

  1. HyFunc: Accelerating LLM-based Function Calls for Agentic AI through Hybrid-Model Cascade and Dynamic Templating
    SIGKDD 2026 · Weibin Liao,
    Jian-Guang Lou
    ,
    Haoyi Xiong
  2. ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs
    ACL 2026 ·
    Hongxin Ding
    ,
    Baixiang Huang
    ,
    Yue Fang
    , Weibin Liao,
    Xinke Jiang
    ,
    Jinyang Zhang
    ,
    Yinghao Zhu
    ,
    Zheng Li
    ,
    Liantao Ma
    ,
    Junfeng Zhao
    ,
    Yasha Wang
  3. Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance
    AAAI 2026 ·
    Yue Fang
    ,
    Yuxin Guo
    ,
    Jiaran Gao
    ,
    Hongxin Ding
    ,
    Xinke Jiang
    , Weibin Liao,
    Yongxin Xu
    ,
    Yinghao Zhu
    ,
    Zhibang Yang
    ,
    Liantao Ma
    ,
    Junfeng Zhao
    ,
    Yasha Wang
  4. 3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection
    EMNLP 2025 ·
    Hongxin Ding
    ,
    Yue Fang
    ,
    Runchuan Zhu
    ,
    Xinke Jiang
    ,
    Jinyang Zhang
    ,
    Yongxin Xu
    , Weibin Liao,
    Xu Chu
    ,
    Junfeng Zhao
    ,
    Yasha Wang
  5. Learnable Prompt as Pseudo-Imputation: Rethinking the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction
    SIGKDD 2025 · Weibin Liao,
    Yinghao Zhu
    ,
    Zhongji Zhang
    ,
    Yuhang Wang
    ,
    Zixiang Wang
    ,
    Xu Chu
    ,
    Yasha Wang
    ,
    Liantao Ma
  6. Magical: Medical Lay Language Generation via Semantic Invariance and Layperson-tailored Adaptation
    NeurIPS 2025 · Weibin Liao,
    Tianlong Wang
    ,
    Yinghao Zhu
    ,
    Yasha Wang
    ,
    Junyi Gao
    ,
    Liantao Ma
  7. TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees
    ICLR 2025 · Weibin Liao,
    Xu Chu
    ,
    Yasha Wang
  8. Teaching LLMs to Plan, Not Just Solve: Plan Learning Boosts LLMs Generalization in Reasoning Tasks
    EMNLP 2025 ·
    Tianlong Wang
    ,
    Junzhe Chen
    , Weibin Liao,
    Xueting Han
    ,
    Jing Bai