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Boyang Yang

Assistant Professor
Yanshan University
yby@ieee.org


Publications

  1. A Survey of LLM-based Automated Program Repair: Taxonomies, Design Paradigms, and Applications
    Boyang Yang, Zijian Cai, Fengling Liu, Bach Le, Lingming Zhang, Tegawendé F. Bissyandé, Yang Liu, Haoye Tian
    TOSEMCCF-AACM Transactions on Software Engineering and Methodology, 2026.
    PDF
  2. Large Language Models for Fault Localization: An Empirical Study
    Yingjian Xiao, Weiwei Gong, Jianjun Huang, Rongqun Hu, Hongwei Li, Anquan Jie, Boyang Yang
    IJSEKECCF-CInternational Journal of Software Engineering and Knowledge Engineering, 2026.
    PDF
  3. HELO-APR: Enhancing Low-Resource Program Repair through Cross-Lingual Knowledge Transfer
    Zhipeng Wang, Boyang Yang, Yidong Wan, Liuye Guo, You Lv, Tao Zheng, Zhuowei Wang, Tieke He
    ISSTACCF-A35th ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2026)
    Project
  4. Input Reduction Enhanced LLM-based Program Repair
    Boyang Yang, Luyao Ren, Xin Yin, Jiadong Ren, Haoye Tian, Shunfu Jin
    ICSECCF-AIEEE/ACM International Conference on Software Engineering, 2026.
    PDF
  5. Unlocking LLM Repair Capabilities Through Cross-Language Translation and Multi-Agent Refinement
    Wenqiang Luo, Jacky Wai Keung, Boyang Yang, Jacques Klein, Tegawende F Bissyande, Haoye Tian, Bach Le
    ICSECCF-AIEEE/ACM International Conference on Software Engineering, 2026.
    PDF
  6. MORepair: Teaching LLMs to Repair Code via Multi-Objective Fine-tuning
    Boyang Yang, Haoye Tian, Jiadong Ren, Hongyu Zhang, Jacques Klein, Tegawendé F Bissyandé, Claire Le Goues, Shunfu Jin
    TOSEM & ASE-Journal First TrackCCF-AACM Transactions on Software Engineering and Methodology, 2025.
    PDF Code Project
  7. When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair
    Wenqiang Luo, Jacky Keung, Boyang Yang, He Ye, Claire Le Goues, Tegawende F Bissyande, Haoye Tian, Xuan Bach D Le
    TOSEMCCF-AACM Transactions on Software Engineering and Methodology, 2025.
    PDF Code
  8. CREF: An LLM-based Conversational Software Repair Framework for Programming Tutors
    Boyang Yang, Haoye Tian, Weiguo Pian, Haoran Yu, Haitao Wang, Jacques Klein, Tegawendé F Bissyandé, Shunfu Jin
    ISSTACCF-A33rd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2024.
    PDF Code Project

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