Weibin Liao

5 papers · 2025–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) ⭐ Rising Star (5)

Venues

EMNLP (2) AAAI (1) ACL (1) ICLR (1)

Top co-authors

Yasha Wang (4) Xinke Jiang (3) Yue Fang (3) Hongxin Ding (3) Junfeng Zhao (3) Jinyang Zhang (2) Xu Chu (2) Yongxin Xu (2) Yinghao Zhu (2) Liantao Ma (2)

Research topics

Artificial Intelligence (4) Core AI (4) Healthcare & Medicine (2) Machine Learning (2) Clinical (2) Learning Types · Machine Learning (2) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

large language model (3) reinforcement learning (3) mathematical reasoning (1) direct preference optimization (1) self-supervised learning (1) language model alignment (1) clinical prediction (1) instruction tuning (1) monte carlo tree search (1) information gain (1) data selection (1) electronic health record (1) shapley value (1) healthcare domain (1) attention guidance (1) long-chain reasoning (1) interactive medical questioning (1) tree preference optimization (1) preference list ranking (1) domain adaptation (1)

Papers

ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs ACL 2026 Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance AAAI 2026 3DS: Medical Domain Adaptation of LLMs via Decomposed Difficulty-based Data Selection EMNLP 2025 Teaching LLMs to Plan, Not Just Solve: Plan Learning Boosts LLMs Generalization in Reasoning Tasks EMNLP 2025 TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees ICLR 2025