معرفی
Guowei Yang is a Senior Lecturer (equivalent to U.S. Associate Professor) at the School of Electrical Engineering and Computer Science, Faculty of Engineering, Architecture and Information Technology, University of Queensland. His research bridges software engineering, machine learning, and programming languages, focusing on enhancing software and ML system reliability/security. Dr. Yang leads projects in symbolic execution, fuzzing techniques, Android app testing, and LLM-based tool development.
Research Interests: Core interests include software testing automation, Android ecosystem analysis, ML system robustness, and symbolic execution optimization. His work emphasizes practical tools for API compatibility detection, security patch generation, and fuzzing efficiency. Recent projects leverage large language models for document-guided testing and dynamic vulnerability detection.
Professional Service: Dr. Yang actively contributes to top-tier conferences as a program committee member (ICSE, FSE, ASE, ISSTA) and organizer (DSN 2024 Local Chair, TAIC PART Co-Chair). He mentors through Google Summer of Code and NSF Research Experiences for Undergraduates programs, and reviews for journals including IEEE TSE and ACM TOSEM.
