From the 1 of 2 linked papers with an AI index.
2 papers
cs.SE2026
SWE-NFI: Studying and Benchmarking Coding Agents for Non-Functional Improvements
Pengyu Xue, He Yang Yuan, Xin Wang +6
The paper introduces SWE-NFI, a benchmark that assesses how coding agents can make non-functional, behavior-preserving improvements to Python code, using real pull‑request tasks an…
cs.SE2026
Towards Secure Logging: Characterizing and Benchmarking Logging Code Security Issues with LLMs
He Yang Yuan, Xin Wang, Kundi Yao +3
Logging code plays an important role in software systems by recording key events and behaviors, which are essential for debugging and monitoring. However, insecure logging practice…