Weibin Liao
5 papers · 2025–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(15)
Conferences
EMNLP (2)
AAAI (1)
ACL (1)
ICLR (1)
Top co-authors
Keywords
large language model
(3)
reinforcement learning
(3)
self-supervised learning
(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)
interactive medical questioning
(1)
domain adaptation
(1)
Papers
Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance
AAAI 2026
ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs
ACL 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