@article{rethinkingverificationforllmcode,
  title = {Rethinking Verification for LLM Code Generation: From Generation to Testing},
  author = {Zihan Ma and Taolin Zhang and Maosong Cao and Junnan Liu and Wenwei Zhang and Minnan Luo and Songyang Zhang and Kai Chen},
  year = {2025},
  eprint = {2507.06920},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.06920v2},
}