15 papers
Towards Automated Identification of Violation Symptoms of Architecture Erosion
Ruiyin Li, Peng Liang, Paris Avgeriou +1
Architecture erosion harms software maintenance when implementation deviates from intended architecture. Early detection of violation symptoms is essential, and code review comment…
CodeTeam: An LLM-Powered Multi-Agent Framework for Repository-Level Code Generation
Yifei Wang, Ruiyin Li, Peng Liang +4
Natural language to repository generation (NL2Repo) requires a system to construct an entire software repository from a natural-language requirements document. Compared with functi…
FasterPy: An LLM-based Code Execution Efficiency Optimization Framework
Yue Wu, Minghao Han, Ruiyin Li +5
Code often suffers from performance bugs. These bugs necessitate the research and practice of code optimization. Traditional rule-based methods rely on manually designing and maint…
Rule Taxonomy and Evolution in AI IDEs: A Mining and Survey Study
Guangzong Cai, Ruiyin Li, Peng Liang +2
The adoption of AI-powered Integrated Development Environments (AI IDEs) has introduced "Rules" as a novel software artifact, allowing developers to persistently inject project-spe…
Bridging Requirements and Architecture: Multi-Agent Orchestration with External Knowledge and Hierarchical Memory
Ruiyin Li, Yiran Zhang, Xiyu Zhou +6
Software architecture design is a critical yet inherently complex and knowledge-intensive phase that requires balancing competing quality attributes and adapting to evolving requir…
Using LLMs in Software Design: An Empirical Study of GitHub and A Practitioner Survey
Yifei Wang, Ruiyin Li, Peng Liang +5
Recent advancements in Large Language Models (LLMs) have demonstrated significant potential across a wide range of software engineering tasks, including software design, an area tr…