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Author

Weibin Liao

Observed name: Liao, Weibin
Institution: Peking University
Observed institution: Peking University
OpenAlex ID: A5125687690
ClinicRealm: Re-evaluating large language models with conventional machine learning for non-generative clinical prediction tasks
2026 · Yinghao Zhu, Junyi Gao, et al. · npj Digital Medicine · 5
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TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees
2024 · Liao, Weibin, Chu, Xu, et al. · arXiv (Cornell University) · 2
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Database Context Compression for Text-to-SQL on Real-World Large Databases
2026 · Liu, Jingwen, Liao, Weibin, et al. · arXiv (Cornell University)
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Search for Truth from Reasoning: A Dynamic Representation Editing Framework for Steering LLM Trajectories
2026 · Wang, Tianlong, Wang, Yuhang, et al. · arXiv (Cornell University)
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The Tell-Tale Norm: $\ell_2$ Magnitude as a Signal for Reasoning Dynamics in Large Language Models
2026 · Zhang, Jinyang, Ding, Hongxin, et al. · arXiv (Cornell University)
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ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs
2026 · Association for Computational Linguistics 2026, Ding, Hongxin, et al. · Underline Science Inc.
GraphWalker: Patient Analogy Meets Information Gain for Clinical Reasoning with Large Language Models
2026 · Fang, Yue, Liao, Weibin, et al. · arXiv (Cornell University)
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ClinicRealm: Re-evaluating large language models with conventional machine learning for non-generative clinical prediction tasks
2026 · Zhu, Yinghao, Gao, Junyi, et al. · Repository for Publications and Research Data (ETH Zurich)
Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance
2026 · Yue Fang, Yuxin Guo, et al. · Proceedings of the AAAI Conference on Artificial Intelligence
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HyFunc: Accelerating LLM-based Function Calls for Agentic AI through Hybrid-Model Cascade and Dynamic Templating
2026 · Liao, Weibin, Lou, Jian-guang, et al. · arXiv (Cornell University)
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APEX-SQL: Talking to the data via Agentic Exploration for Text-to-SQL
2026 · Cao, Bowen, Liao, Weibin, et al. · arXiv (Cornell University)
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57 - Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance
2026 · Association for Artificial Intelligence 2026, Ding, Hongxin, et al. · Underline Science Inc.
Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance
2026 · Association for Artificial Intelligence 2026, Ding, Hongxin, et al. · Underline Science Inc.
EvoRubrics: Dynamic Rubrics as Rewards via Adversarial Co-Evolution for LLM Reinforcement Learning
2026 · Hongxin Ding, Baixiang Huang, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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The Imitation Game: When LLMs Learn to Reason Like Programs via Code-Centric Reasoning Data Synthesis
2026 · Jinyang Zhang, Weibin Liao, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Bridging Global Intent with Local Details: A Hierarchical Representation Approach for Semantic Validation in Text-to-SQL
2025 · Qiu, Rihong, Yang, Zhibang, et al. · arXiv (Cornell University)
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Magical: Medical Lay Language Generation via Semantic Invariance and Layperson-tailored Adaptation
2025 · Weibin Liao, Tianlong Wang, et al. · neural information processing systems
Works count: 17
Citation count: 7
H-index: 2
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