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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…
cs.SE2026
Agent-Based Software Artifact Evaluation
Zhaonan Wu, Yanjie Zhao, Zhenpeng Chen +2
Artifact Evaluation (AE) has become a standard mechanism for linking software engineering papers to their supporting artifacts, but growing submission volume makes purely manual AE…