3 papers
cs.SE2026
REAgent: Requirement-Driven LLM Agents for Software Issue Resolution
Shiqi Kuang, Zhao Tian, Kaiwei Lin +5
Issue resolution aims to automatically generate patches from given issue descriptions and has attracted significant attention with the rapid advancement of large language models (L…
cs.SE2025
A First Look at the Self-Admitted Technical Debt in Test Code: Taxonomy and Detection
Shahidul Islam, Md Nahidul Islam Opu, Shaowei Wang +1
Self-admitted technical debt (SATD) refers to comments in which developers explicitly acknowledge code issues, workarounds, or suboptimal solutions. SATD is known to significantly…
cs.SE2025
LLM-Based Detection of Tangled Code Changes for Higher-Quality Method-Level Bug Datasets
Md Nahidul Islam Opu, Shaowei Wang, Shaiful Chowdhury
Tangled code changes, commits that conflate unrelated modifications such as bug fixes, refactorings, and enhancements, introduce significant noise into bug datasets and adversely a…