@article{learningwhentooptimizeverifiedoptimizati,
  title = {Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages},
  author = {Shuoming Zhang and Qiuchu Yu and Yangyu Zhang and Ruiyuan Xu and Xiyu Shi and Guangli Li and Xiaobing Feng and Huimin Cui and Jiacheng Zhao},
  year = {2026},
  eprint = {2605.28213},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.28213},
}