@article{ptxbenchbenchmarkandadaptllmsforgpukerne,
  title = {PTXBench: Benchmark and Adapt LLMs for GPU Kernel Optimization with Architecture-specific PTX},
  author = {Genghan Zhang and Yixin Dong and Chengze Fan and Zhichen Zeng and Yueming Yuan and Shaowei Zhu and Kunle Olukotun},
  year = {2026},
  eprint = {2608.17379},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.17379},
}