Code translation tools, namely transpilers, are developed for automatic source-to-source
translation. Latest learning-based transpilers have shown impressive enhancement against …

Context Programs with non-termination behavior induce various bugs, such as denial-of-
service vulnerability and memory exhaustion. Hence the ability to detect non-termination …

Recent studies indicate that traditional techniques for understanding code changes are not
as effective as techniques that directly prompt language models (LMs). However, current LM …

High-quality and appropriate commit messages help developers to quickly understand and
track code evolution, which is crucial for the collaborative development and maintenance of …

Commit message is one of the most important textual information in software development
and maintenance. However, it is time-consuming and labor-intensive to write commit …

Retrieval-augmented generation (RAG) is an umbrella of different components, design
decisions, and domain-specific adaptations to enhance the capabilities of large language …

In recent years, Large Language Models (LLMs) have significantly improved automated
code translation, often achieving over 80% accuracy on existing benchmarks. However …

The exponential growth of the mobile app market underscores the importance of constant
innovation and rapid response to user demands. As user satisfaction is paramount to the …

Software systems undergo continuous maintenance to fix defects, enhance features, and
improve code quality to ensure that systems stay reliable and relevant in a competitive …