3 papers
cs.SE2026
CAMGen: A Core Change-Aware Multi-View Framework for Commit Message Generation
Bo Xiong, Weisheng Chen, Zongen Ren +5
Commit messages help developers understand code changes and support software maintenance. Recent approaches use repository context to improve commit message generation (CMG) with l…
cs.SE2026
FeatX: Editing Software by Editing Features for Repository-Level Code Evolution
Xutian Li, Yifeng Zhu, Xianlin Zhao +3
Large language models (LLMs) are increasingly used for software evolution, yet most interaction paradigms remain code-centric and require manual context management and prompt itera…
cs.SE2025
RepoSummary: Feature-Oriented Summarization and Documentation Generation for Code Repositories
Yifeng Zhu, Xianlin Zhao, Xutian Li +4
Repository summarization is a crucial research question in development and maintenance for software engineering. Existing repository summarization techniques primarily focus on sum…