Personal profile
Research interests
software testing and debugging, empirical software engineering, AI-aided software engineering, software engineering for AI, software engineering.
Biography
Yongqiang Tian is currently a Lecturer (a.k.a. Assistant Professor in North American systems) at the Department of Software Systems and Cybersecurity, the Faculty of Information Technology, Monash University. Before that, he was a Research Assistant Professor at the Hong Kong University of Science and Technology. He holds a dual Ph.D. in Computer Science from University of Waterloo and the Hong Kong University of Science and Technology. His research focuses on software testing and debugging, with specific emphasis on deep learning systems and compilers. He has identified over 500 bugs in popular software systems, including GCC, LLVM, TVM, and so on. His research outcomes have been published in esteemed peer-reviewed journals and conferences, such as TOSEM, ICSE, ASPLOS, FSE, ISSTA, EmSE, and IJCAI. His projects have attracted funding from notable grant agencies and industry partners like Microsoft and Cisco. He has been invited to contribute to several top peer-reviewed venues as a reviewer or program committee member, including TOSEM, TSE, FSE, ASE, ISSTA, and ISSRE. He is the recipient of the Hong Kong PhD Fellowship and GO-Bell Scholarship.
Education/Academic qualification
Computer Science, PhD, Hong Kong University of Science and Technology
Award Date: 15 Oct 2023
Computer Science, PhD, University of Waterloo
Award Date: 10 Oct 2023
Information Engineering, B.Eng, City University of Hong Kong
Award Date: 15 Jul 2017
External positions
Research Assistant Professor, Hong Kong University of Science and Technology
2023 → 2025
Research area keywords
- software testing and debugging
- empirical software engineering
- AI-aided software engineering
- software engineering for AI
- software engineering
Collaborations and top research areas from the last five years
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A Tale of Two DL Cities: When Library Tests Meet Compiler
Shen, Q., Tian, Y., Ma, H., Chen, J., Huang, L., Fu, R., Cheung, S. C. & Wang, Z., 2025, Proceedings - 2025 IEEE/ACM 47th International Conference on Software Engineering, ICSE 2025. Adesina, O. & Babaei, M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2201-2212 12 p. (Proceedings - International Conference on Software Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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Boosting Program Reduction with the Missing Piece of Syntax-Guided Transformations
Xu, Z., Tian, Y., Zhang, M. & Sun, C., 2025, Proceedings of the ACM on Programming Languages: OOPSLA2. Krishnamurthi, S. & Ryu, S. (eds.). New York NY USA: Association for Computing Machinery (ACM), Vol. 9. p. 86-112 27 p. 275. (PACMPL; vol. 9).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile -
Toward a Better Understanding of Probabilistic Delta Debugging
Zhang, M., Xu, Z., Tian, Y., Cheng, X. & Sun, C., 2025, Proceedings - 2025 IEEE/ACM 47th International Conference on Software Engineering, ICSE 2025. Adesina, O. & Babaei, M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2024-2035 12 p. (Proceedings - International Conference on Software Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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T-Rec: Fine-Grained Language-Agnostic Program Reduction Guided by Lexical Syntax
Xu, Z., Tian, Y., Zhang, M., Zhang, J., Liu, P., Jiang, Y. & Sun, C., 24 Jan 2025, In: ACM Transactions on Software Engineering and Methodology. 34, 2, 31 p., 34.Research output: Contribution to journal › Article › Research › peer-review
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WDD: Weighted Delta Debugging
Zhou, X., Xu, Z., Zhang, M., Tian, Y. & Sun, C., 2025, Proceedings - 2025 IEEE/ACM 47th International Conference on Software Engineering, ICSE 2025. Adesina, O. & Babaei, M. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1592-1603 12 p. (Proceedings - International Conference on Software Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
3 Link opens in a new tab Citations (Scopus)