Researchers have recently achieved significant advances in deep learning techniques,
which in turn has substantially advanced other research disciplines, such as natural …

This review article provides an in-depth analysis of the growing field of AI-assisted
programming tasks, specifically focusing on the use of code embeddings and transformers …

Static analysis (SA) tools can generate useful static warnings to reveal the problematic code
snippets in a software system without dynamically executing the corresponding source code …

Changes to a software project are inevitable as the software requires continuous
adaptations, improvements, and corrections throughout maintenance. Identifying the …

Software evolution is driven by changes made during software development and
maintenance. While source control systems effectively manage these changes at the commit …

Developers will perform a lot of search behaviors when facing daily work tasks, searching for
reusable code fragments, solutions to specific problems, algorithm designs, software …

In recent years, AI-based software engineering has progressed from pre-trained models to
advanced agentic workflows, with Software Development Agents representing the next …