3 papers
cs.SE2025
LLM-Driven Kernel Evolution: Automating Driver Updates in Linux
Arina Kharlamova, Jiawen Liu, Tianyi Zhang +4
Linux kernel evolution breaks drivers through API/ABI changes, semantic shifts, and security-hardening updates. We introduce DRIVEBENCH, an executable corpus of kernel…
cs.SE2025
Enhancing COBOL Code Explanations: A Multi-Agents Approach Using Large Language Models
Fangjian Lei, Jiawen Liu, Shayan Noei +3
Common Business Oriented Language (COBOL) is a programming language used to develop business applications that are widely adopted by financial, business, and government agencies. D…
cs.SE2024
Understanding Open Source Contributor Profiles in Popular Machine Learning Libraries
Jiawen Liu, Haoxiang Zhang, Ying Zou
With the increasing popularity of machine learning (ML), many open-source software (OSS) contributors are attracted to developing and adopting ML approaches. Comprehensive understa…