Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Shenzhi Wang, Le Yu, Chang Gao, Chujie Zheng, Shixuan Liu, Rui Lu, Kai Dang, Xionghui Chen, Jianxin Yang, Zhenru Zhang, Yuqiong Liu, An Yang, Andrew Zhao, Yang Yue, Shiji Song, Bowen Yu, Gao Huang, Junyang Lin

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Qwen3 Technical Report

Qwen Team including Chang Gao

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SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution

Chengxing Xie*, Bowen Li*, Chang Gao*, He Du, Wai Lam, Difan Zou, Kai Chen

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JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning

Chang Gao, Wenxuan Zhang, Guizhen Chen, Wai Lam

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StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving

Chang Gao, Haiyun Jiang, Deng Cai, Shuming Shi, Wai Lam

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CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion

Qibing Ren*, Chang Gao*, Jing Shao, Junchi Yan, Xin Tan, Wai Lam, Lizhuang Ma

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M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models

Wenxuan Zhang, Sharifah Mahani Aljunied, Chang Gao, Yew Ken Chia, Lidong Bing

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Easy-to-Hard Learning for Information Extraction

Chang Gao, Wenxuan Zhang, Wai Lam, Lidong Bing

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Towards Generalizable and Robust Text-to-SQL Parsing

Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li

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Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue

Yingxiu Zhao, Yinhe Zheng, Zhiliang Tian, Chang Gao, Jian Sun, Nevin L. Zhang

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UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue

Chang Gao, Wenxuan Zhang, Wai Lam

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Search Clarification Selection via Query-Intent-Clarification Graph Attention

Chang Gao, Wai Lam

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Rotate3D: Representing Relations as Rotations in Three-Dimensional Space for Knowledge Graph Embedding

Chang Gao, Chengjie Sun, Lili Shan, Lei Lin, Mingjiang Wang

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