Dependency-aware Form Understanding. - Shaokun Zhang; Yuanchun Li; Weixiang Yan; Yao Guo 001; Xiangqun Chen (ISSRE, 2021)

WhyGen: Explaining ML-powered Code Generation by Referring to Training Examples. - Weixiang Yan; Yuanchun Li (ICSE-Companion, 2022)

CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation. - Weixiang Yan; Yuchen Tian; Yunzhe Li; Qian Chen 003; Wen Wang 001 (EMNLP (Findings), 2023)

Enhancing Generation through Summarization Duality and Explicit Outline Control. - Yunzhe Li; Qian Chen 003; Weixiang Yan; Wen Wang 001; Qinglin Zhang; Hari Sundaram (CoRR, 2023)

CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation. - Weixiang Yan; Haitian Liu; Yunkun Wang; Yunzhe Li; Qian Chen 003; Wen Wang 001; Tingyu Lin 002; Weishan Zhao; Li Zhu; Hari Sundaram; Shuiguang Deng (ACL (1), 2024)

Advancing Precise Outline-Conditioned Text Generation with Task Duality and Explicit Outline Control. - Yunzhe Li; Qian Chen 003; Weixiang Yan; Wen Wang 001; Qinglin Zhang; Hari Sundaram (EACL (1), 2024)

Decompose and Compare Consistency: Measuring VLMs' Answer Reliability via Task-Decomposition Consistency Comparison. - Qian Yang 007; Weixiang Yan; Aishwarya Agrawal (EMNLP, 2024)

CodeHalu: Code Hallucinations in LLMs Driven by Execution-based Verification. - Yuchen Tian; Weixiang Yan; Qian Yang 007; Qian Chen 003; Wen Wang 001; Ziyang Luo; Lei Ma (CoRR, 2024)

ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World. - Weixiang Yan; Haitian Liu; Tengxiao Wu; Qian Chen 003; Wen Wang 001; Haoyuan Chai; Jiayi Wang; Weishan Zhao; Yixin Zhang; Renjun Zhang; Li Zhu (CoRR, 2024)

CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification. - Yuchen Tian; Weixiang Yan; Qian Yang 007; Xuandong Zhao; Qian Chen 003; Wen Wang 001; Ziyang Luo; Lei Ma; Dawn Song (AAAI, 2025)

CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding? - Yuwei Zhao; Ziyang Luo; Yuchen Tian; Hongzhan Lin 001; Weixiang Yan; Annan Li; Jing Ma 004 (COLING, 2025)

APEX: Empowering LLMs with Physics-Based Task Planning for Real-time Insight. - Wanjing Huang; Weixiang Yan; Zhen Zhang; Ambuj Singh (CoRR, 2025)

Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space. - Zhen Zhang; Xuehai He; Weixiang Yan; Ao Shen; Chenyang Zhao; Shuohang Wang; Yelong Shen; Xin Eric Wang (CoRR, 2025)

Think-RM: Enabling Long-Horizon Reasoning in Generative Reward Models. - Ilgee Hong; Changlong Yu; Liang Qiu; Weixiang Yan; Zhenghao Xu; Haoming Jiang; Qingru Zhang; Qin Lu; Xin Liu; Chao Zhang; Tuo Zhao (CoRR, 2025)