Agent That Debugs: Dynamic State-Guided Vulnerability Repair. - Zhengyao Liu; Yunlong Ma; Jingxuan Xu; Junchen Ai; Xiang Gao 012; Hailong Sun 001; Abhik Roychoudhury (CoRR, 2025)