2 papers
cs.SE2026
Agent-Based Software Artifact Evaluation
Zhaonan Wu, Yanjie Zhao, Zhenpeng Chen +2
The paper introduces ArtifactGuide, a structured scoring rubric for software artifact evaluation, and ArtifactCopilot, an LLM‑based agent that follows this rubric to automatically…
cs.SE2026
A Dual-Loop Agent Framework for Automated Vulnerability Reproduction
Bin Liu, Yanjie Zhao, Zhenpeng Chen +2
Automated vulnerability reproduction from CVE descriptions requires generating executable Proof-of-Concept (PoC) exploits and validating them in target environments. This process i…