Projects
The research question that drives my research works: How can we make AI-based software development not only reliable but also ethical and efficient?
Our team 👏
- Prof. John Grundy, Monash Univerisity
- Prof. & Senior Principal Research Scientist Zhenchang Xing, Data61, CSIRO
- Assitant Prof. Jiachi Chen, Sun Yat-Sen University
- Assistant Prof. Zhipeng Gao, Zhejiang University
Research Project 1: Software Architecture Design of AI-based Systems 📝
Focusing on software architecture design and architectural knowledge mining and management, and quality attributes of the AI-based systems - Mining architecture pattern and tactic and related quality attribute discussions. - Based on developer mailing lists of OSS projects, extracting communicated architectural information. |  |
Research Project 2: LLMs for Software Engineering Knowledge Management
Enhancing Productivity in Software Development and Design Processes - Technical debt management: Strategies for identifying, prioritizing, and addressing technical debt to maintain long-term code health and productivity. - Documentation: the importance of maintaining clear, concise, and up-to-date documentation. |  |
Research Project 3: Responsible AI
Responsible AI - Enhancing transparency in AI Systems: Leveraging Product-Pattern-Focused Design (e.g., SBOM, AIBOM) to Mitigate Risks in AI Development. |  |