Songqiang CHEN

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Ph.D. Student,

CASTLE Research Group,

Dept. of CSE, HKUST,

Hong Kong SAR, China

Hello~ I am Songqiang Chen, currently a PhD student supervised by Prof. Shing-Chi Cheung in the Department of Computer Science & Engineering and the CASTLE research group at the Hong Kong University of Science and Technology, Hong Kong, China. Previously, I had a wonderful time and obtained my bachelor’s and master’s degree under the supervision of Prof. Xiaoyuan Xie in the School of Computer Science and Centre of Software Testing, Analysis and Reliability (CSTAR Group) at Wuhan University, China.

My research interests include both AI4SE and SE4AI. More specifically, I devise deep learning (including the hot LLM)-driven techniques to facilitate intelligent software engineering (for code, document, etc). Meanwhile, I explore efficient and systematic interesting testing techniques (mainly based on Metamorphic Testing) for intelligent software (e.g., deep learning applications, question answering software, autonomous driving systems, translators, etc.), where I particularly value testing efficiency and diversity.

So far, I have published papers in a few SE/CS top conferences (ESEC/FSE, ASE, etc.) and journals (IEEE TR, IEEE TGRS, etc.). It is a great honor for me to win the ACM Distinguished Paper Award at ASE’21 and ASE’22.

Besides research, I am quite interested in and good at device/software environment setup & maintenance :smile:. And I used to be a contestant of Olympic Information (similar to ACM) and a part-time junior coach of it.

🧧 May I Wish You Happy New Year 2024! 🧧

Selected Publications

  1. ASE 2021
    CCF-A/Core-A*
    Testing Your Question Answering Software via Asking Recursively »
    Songqiang Chen, Shuo Jin, and Xiaoyuan Xie
    In 36th IEEE/ACM International Conference on Automated Software Engineering, ASE 2021, Melbourne, Australia, November 15-19, 2021 2021
    (This paper won the ACM SIGSOFT Distinguished Paper Award 🏆 !!!)
  2. ESEC/FSE 2021
    CCF-A/Core-A*
    Validation on Machine Reading Comprehension Software without Annotated Labels: A Property-Based Method »
    Songqiang Chen, Shuo Jin, and Xiaoyuan Xie
    In 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/FSE 2021, Athens, Greece, August 23-28, 2021 2021
  3. ASE 2020
    CCF-A/Core-A*
    Stay Professional and Efficient: Automatically Generate Titles for Your Bug Reports »
    Songqiang ChenXiaoyuan Xie, Bangguo Yin, Yuanxiang Ji, and 2 more authors
    In 35th IEEE/ACM International Conference on Automated Software Engineering, ASE 2020, Melbourne, Australia, September 21-25, 2020 2020

(Please refer here for the full list of all my publications.)