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Weixiang Yan

颜为骧

yanweixiang.ywx (at) gmail.com
California, USA


Broadly, my research interests are in the area of code intelligence, AgenticRL, and software automation. I was a research intern at Microsoft Research Asia and Alibaba Qwen Team . At the same time, I am a member of the BigCode🤗 team, an open-source team for intelligent coding.

Experiences

Publications ( * denotes equal contribution)

    2025

  1. AlphaQuanter: An End-to-End Tool-Orchestrated Agentic Reinforcement Learning Framework for Stock Trading
    Zheye Deng, Weixiang Yan, Changlong Yu, Jiashu Wangg
    Arxiv PDF Code Website
  2. 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
    The 39th Annual Conference on Neural Information Processing Systems
    NeurIPS PDF Code Website
  3. 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
    The 39th Annual Conference on Neural Information Processing Systems
    NeurIPS PDF Code Website
  4. SpineBench: Benchmarking Multimodal LLMs for Spinal Pathology Analysis
    Chenghanyu Zhang, Zekun Li, Peipei Li, Xing Cui, Shuhan Xia, Weixiang Yan, Yiqiao Zhang, Qianyu Zhuang
    Proceedings of the 33rd ACM International Conference on Multimedia
    ACM MM PDF Website
  5. APEX: Empowering LLMs with Physics-Based Task Planning for Real-time Insight
    Wanjing Huang, Weixiang Yan, Zhen Zhang, Ambuj Singh
    arXiv PDF Code

    6. 2024

  6. ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World
    Weixiang Yan, Haitian Liu, Tengxiao Wu, Qian Chen, Wen Wang, Haoyuan Chai, Jiayi Wang, Zekun Li
    The 39th Annual Conference on Neural Information Processing Systems Datasets and Benchmarks Track
    NeurIPS PDF Code Data
  7. CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification
    Yuchen Tian*, Weixiang Yan*, Qian Yang, Xuandong Zhao, Qian Chen, Wen Wang, Ziyang Luo, Lei Ma, Dawn Song
    The 39th Annual AAAI Conference on Artificial Intelligence
    AAAI PDF Code Data
  8. Decompose and Compare Consistency: Measuring VLMs' Answer Reliability via Task-Decomposition Consistency Comparison
    Qian Yang, Weixiang Yan, Aishwarya Agrawal
    Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
    EMNLP PDF
  9. CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding?
    Yuwei Zhao, Ziyang Luo, Yuchen Tian, Hongzhan Lin, Weixiang Yan, Annan Li, Jing Ma
    The 31st International Conference on Computational Linguistics
    COLING PDF Code Data

    10. 2023

  10. 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, Wen Wang, Tingyu Lin, Weishan Zhao, Li Zhu, Hari Sundaram, Shuiguang Deng
    Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024.
    ACL PDF Code Data Website Poster Slides
  11. CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation
    Weixiang Yan, Yuchen Tian, Yunzhe Li, Qian Chen, Wen Wang
    Findings of the Association for Computational Linguistics: EMNLP 2023.
    EMNLP PDF Code Data Website
  12. Advancing Precise Outline-Conditioned Text Generation with Task Duality and Explicit Outline Control
    Yunzhe Li, Qian Chen, Weixiang Yan, Wen Wang, Qinglin Zhang, Hari Sundaram
    Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024.
    EACL PDF Code

    13. ~2022

  13. WhyGen: Explaining ML-powered Code Generation by Referring to Training Examples
    Weixiang Yan, Yuanchun Li
    Proceedings of the ACM/IEEE 44th International Conference on Software Engineering Demo Track, 2022.
    ICSE PDF Code Data Video
  14. Dependency-aware form understanding
    Shaokun Zhang, Yuanchun Li, Weixiang Yan, Yao Guo, Xiangqun Chen
    IEEE 32nd International Symposium on Software Reliability Engineering, 2021.
    ISSRE PDF Code
  15. Method for generating text abstract, method and device for training abstract generation model
    Weixiang Yan, Qian Chen, Wen Wang, Qinglin Zhang
    Chinese Patent CN116186244A
    Patents PDF

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