Guowei Yang's Home Page

Guowei Yang

Senior Lecturer (U.S. Associate Professor)
School of Electrical Engineering and Computer Science
Faculty of Engineering, Architecture and Information Technology
The University of Queensland
Email: guowei.yang@uq.edu.au

I am looking for highly motivated students (including PhDs, Masters, undergraduates), and visitors to join my research group. If you are interested and have background in software engineering, AI, and/or programming languages (such as machine learning system reliability 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 (42) and U.S. News (43).

News

One paper on enhancing automated program repair by retrieving relevant code is accepted to TRel.
One paper on static code quality profiling of LLM-generated code is accepted to ICECCS 2026.
One paper on a systematic study of deprecated Android API usage updates is accepted to ICECCS 2026.
I have been elevated to ACM Senior Member.
Invited to serve on the PLDI'27 Review Committee.
One paper on detecting platform-specific inconsistencies in hybrid apps is accepted to IST.
One paper on a generalized defense against DNN parameter attacks is accepted to IEEE TDSC.
One paper on benchmarking LLMs for concurrent code generation is accepted to ISSTA'26.
I have been elevated to IEEE Senior Member.
Invited to serve on the FSE'27 Program Committee.
One paper on identifying vulnerabilities from rich-text issue report is accepted to ACM TOSEM.
One paper on incremental symbolic execution is accepted to IEEE TSE.
Invited to serve on the ICSE'27 Program Committee.
One paper on generating REST API specifications using LLMs is accepted to FSE'26.
One paper on enhancing LLM code generation with ensembles is accepted to ICSE'26.
One paper on automated update of Android deprecated API usages is accepted to IEEE TSE.
One paper on empirical evaluation of Android app testing practices is accepted to Springer EMSE.
One paper on document-guided fuzzing of deep learning liblibraries is accepted to ISSRE'25.
Invited to serve on the FSE'26 Program Committee.
One paper on document-guided fuzzing of OpenCV library is accepted to ICSME'25.
One paper on dynamic command generation for information theft attacks in LLM tool-learning system is accepted to ACL'25.
Invited to serve on the ASE'25 program committee.

Short Bio

Guowei Yang is a Senior Lecturer (equal 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.