2 papers
cs.SE2026
Improving LLM Code Generation via Requirement-Aware Curriculum Reinforcement Learning
Shouyu Yin, Zhao Tian, Junjie Chen +1
Code generation, which aims to automatically generate source code from given programming requirements, has the potential to substantially improve software development efficiency. W…
cs.SE2025
Identifying Root Cause of bugs by Capturing Changed Code Lines with Relational Graph Neural Networks
Jiaqi Zhang, Shikai Guo, Hui Li +3
The Just-In-Time defect prediction model helps development teams improve software quality and efficiency by assessing whether code changes submitted by developers are likely to int…