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Binhang Qi

I am a postdoc at National University of Singapore.

About Me

My name is Binhang Qi (斌航). Currently, I am a postdoc at National University of Singapore, working with Prof. Jin-Song Dong and Prof. Yun Lin. Before joining NUS, I received my PhD degree from School of Computer Science and Engineering at Beihang University (BUAA), where I worked on software engineering, DNN modularization, model reuse, etc, supervised by Prof. Hailong Sun. I earned my bachelor’s degree at Software College of Northeastern University.


News


Selected Publications

  1. ModelFoundry: A Tool for DNN Modularization and On-demand Model Reuse (accepted)
    Xiaohan Bi, Ruobing Zhao, Binhang Qi, Hailong Sun, Xiang Gao, Yue Yu, Xiaojun Liang
    The ACM International Conference on the Foundations of Software Engineering (FSE) - Demonstration track, 2024.

  2. Modularizing while Training: A New Paradigm for Modularizing DNN Models      
    Binhang Qi, Hailong Sun, Hongyu Zhang, Ruobing Zhao, Xiang Gao
    The 46th International Conference on Software Engineering (ICSE), 2024.
    ACM SIGSOFT Distinguished Paper Award

  3. Reusing Convolutional Neural Network Models through Modularization and Composition      
    Binhang Qi, Hailong Sun, Hongyu Zhang, Xiang Gao
    ACM Transactions on Software Engineering and Methodology (TOSEM).

  4. Reusing Deep Neural Network Models through Model Re-engineering      
    Binhang Qi, Hailong Sun, Xiang Gao, Hongyu Zhang, Zhaotian Li, Xudong Liu
    The 45th International Conference on Software Engineering (ICSE), 2023.

  5. AutoMRM: A Model Retrieval Method Based on Multimodal Query and Meta-learning
    Zhaotian Li, Binhang Qi, Hailong Sun, Xiang Gao
    The 32nd ACM International Conference on Information and Knowledge Management (CIKM), 2023.

  6. Patching Weak Convolutional Neural Network Models through Modularization and Composition      
    Binhang Qi, Hailong Sun, Xiang Gao, Hongyu Zhang
    The 37th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2022.

  7. DreamLoc: A deep relevance matching-based framework for bug localization
    Binhang Qi, Hailong Sun, Wei Yuan, Hongyu Zhang, Xiangxin Meng
    IEEE Transactions on Reliability 71 (1), 2022:235-249.

Selected Awards

  • [2024.02] ICSE’24 ACM SIGSOFT Distinguished Paper Award
  • [2023.09] China National Scholarship.
  • [2023.09] Beihang University First Prize Scholarship.
  • [2023.04] Outstanding Academic Innovation Achievement Award (Received Twice).
  • [2022.12] Outstanding Graduate Student.
  • [2021.09] Beihang University First Prize Scholarship.