Guowei Yang ≈ /gwoh-way yahng/
Email: guowei.yang@uq.edu.au
Guowei Yang is a Senior Lecturer (equivalent to U.S. Associate Professor) in the School of Electrical Engineering and Computer Science at The University of Queensland, Australia. His research interests lie in Software Engineering, and its synergy with Machine Learning and Programming Languages, with a focus on improving reliability and security of software and machine learning systems. He received his Ph.D. from The University of Texas at Austin in 2013. He is an IEEE Senior Member and an ACM Senior Member.
Positions: I am looking for highly motivated students and visitors to join my research group. If you are interested and have background in software engineering, AI, programming languages, and/or formal methods (such as machine learning system reliability/security and LLM4Code), please send an email with your CV to guowei.yang@uq.edu.au. The University of Queensland is ranked in the top 50 globally according to major ranking systems, such as QS (40) and U.S. News (42).
| News |
- Nov 2026: One paper on testing neural networks via Bayesian-guided exploration of decision landscapes is accepted to IEEE TSE.
- Sep 2026: One paper on enhancing automated program repair by retrieving relevant code is accepted to IEEE TRel.
- Sep 2026: One paper on static code quality profiling of LLM-generated code is accepted to ICECCS'26.
- Sep 2026: One paper on a systematic study of deprecated Android API usage updates is accepted to ICECCS'26.
- Aug 2026: Invited to serve on the PLDI'27 Review Committee.
- Jul 2026: I have been elevated to ACM Senior Member.
- Jul 2026: One paper on detecting platform-specific inconsistencies in hybrid apps is accepted to IST.
- Jul 2026: One paper on a generalized defense against DNN parameter attacks is accepted to IEEE TDSC.
- Jun 2026: One paper on benchmarking LLMs for concurrent code generation is accepted to ISSTA'26.
- Jun 2026: I have been elevated to IEEE Senior Member.
- Apr 2026: Invited to serve on the FSE'27 Program Committee.
- Mar 2026: One paper on identifying vulnerabilities from rich-text issue reports is accepted to ACM TOSEM.
- Feb 2026: One paper on incremental symbolic execution is accepted to IEEE TSE.
- Feb 2026: Invited to serve on the ICSE'27 Program Committee.
- Dec 2025: One paper on generating REST API specifications using LLMs is accepted to FSE'26.
- Oct 2025: One paper on enhancing LLM code generation with ensembles is accepted to ICSE'26.
- Oct 2025: One paper on automated updates of deprecated Android API usages is accepted to IEEE TSE.
- Aug 2025: One paper on empirical evaluation of Android app testing practices is accepted to Springer EMSE.
- Jun 2025: One paper on document-guided fuzzing of deep learning libraries is accepted to ISSRE'25.
- Jun 2025: Invited to serve on the FSE'26 Program Committee.
- Jun 2025: One paper on document-guided fuzzing of the OpenCV library is accepted to ICSME'25.
- May 2025: One paper on dynamic command generation for information theft attacks in LLM tool-learning systems is accepted to ACL'25.
- Feb 2025: Invited to serve on the ASE'25 Program Committee.