@article{aceselfevolvingllmcodingframeworkviaadve,
  title = {ACE: Self-Evolving LLM Coding Framework via Adversarial Unit Test Generation and Preference Optimization},
  author = {Yixu Huang and Xinglei Yu and Zhongyu Wei},
  year = {2026},
  eprint = {2605.16299},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.16299},
}