HintPilot: LLM-based Compiler Hint Synthesis for Code Optimization

Hanyun Jiang, Peisen Yao, Kaiyue Li, Tingting Lin, Chengpeng Wang 0001, Kui Ren 0001. HintPilot: LLM-based Compiler Hint Synthesis for Code Optimization. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 24970-24986, Association for Computational Linguistics, 2026. [doi]

@inproceedings{JiangYLLWR26,
  title = {HintPilot: LLM-based Compiler Hint Synthesis for Code Optimization},
  author = {Hanyun Jiang and Peisen Yao and Kaiyue Li and Tingting Lin and Chengpeng Wang 0001 and Kui Ren 0001},
  year = {2026},
  url = {https://aclanthology.org/2026.findings-acl.1251/},
  researchr = {https://researchr.org/publication/JiangYLLWR26},
  cites = {0},
  citedby = {0},
  pages = {24970-24986},
  booktitle = {Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026},
  editor = {Maria Liakata and Viviane P. Moreira and Jiajun Zhang 0001 and David Jurgens},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-395-1},
}