3 papers
cs.SE2026
Precision in Practice: Knowledge Guided Code Summarizing Grounded in Industrial Expectations
Jintai Li, Songqiang Chen, Shuo Jin +1
Code summaries are essential for helping developers understand code functionality and reducing maintenance and collaboration costs. Although recent advances in large language model…
cs.SE2025
RulER: Automated Rule-Based Semantic Error Localization and Repair for Code Translation
Shuo Jin, Songqiang Chen, Xiaoyuan Xie +1
Automated code translation aims to convert programs between different programming languages while maintaining their functionality. Due to the imperfections of code translation mode…
cs.SE2024
Subgraph-Oriented Testing for Deep Learning Libraries
Xiaoyuan Xie, Yan Song, Songqiang Chen +1
Deep Learning (DL) libraries, such as PyTorch, are widely used for building and deploying DL models on various hardware platforms. Meanwhile, they are found to contain bugs that le…