Weibin Liao

Venues

Frequent coauthors

Papers

1. HyFunc: Accelerating LLM-based Function Calls for Agentic AI through Hybrid-Model Cascade and Dynamic Templating
   SIGKDD 2026 · Weibin Liao
2. ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs
   ACL 2026 ·

   Hongxin Ding

   DBLP profile ↗ORCID search ↗
3. Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance
   AAAI 2026 ·

   Yue Fang

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4. 3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection
   EMNLP 2025 ·

   Hongxin Ding

   DBLP profile ↗ORCID search ↗
5. Learnable Prompt as Pseudo-Imputation: Rethinking the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction
   SIGKDD 2025 · Weibin Liao
6. Magical: Medical Lay Language Generation via Semantic Invariance and Layperson-tailored Adaptation
   NeurIPS 2025 · Weibin Liao
7. TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees
   ICLR 2025 · Weibin Liao
8. Teaching LLMs to Plan, Not Just Solve: Plan Learning Boosts LLMs Generalization in Reasoning Tasks
   EMNLP 2025 ·

   Tianlong Wang

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