A Comprehensive Survey on Benchmarks and Solutions in Software Engineering of LLM-Empowered Agentic System. - Jiale Guo; Suizhi Huang; Mei Li; Dong Huang 005; Xingsheng Chen; Regina Zhang; Zhijiang Guo; Han Yu 001; Siu-Ming Yiu; Pietro Lio; Kwok-Yan Lam (CoRR, 2025)