@article{cudaherculesbenchmarkinghardwareawareexp,
  title = {CUDAHercules: Benchmarking Hardware-Aware Expert-level CUDA Optimization for LLMs},
  author = {Shiyang Li and Zijian Zhang and Guangyan Sun and Yuebo Luo and Winson Chen and Yanzhi Wang and Mingyi Hong and Caiwen Ding},
  year = {2026},
  eprint = {2605.08467},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.08467},
}