Augmenting LLM Code Translation with Compiler Analysis for C to Triton Kernel Generation

Qin, X., Xia, C. orcid.org/0000-0003-2014-5453 and Wang, Z. orcid.org/0000-0001-6157-0662 (2026) Augmenting LLM Code Translation with Compiler Analysis for C to Triton Kernel Generation. In: ICS Workshops '26: Proceedings of the 40th ACM International Conference on Supercomputing - Workshops. ICS Workshops '26: 2026 International Conference on Supercomputing Workshops, 06-09 Jul 2026, Belfast, Northern Ireland, United Kingdom. Association for Computing Machinery (ACM), New York, NY, United States, pp. 70-74. ISBN: 979-8-4007-2300-1.

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Item Type: Proceedings Paper
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Copyright © 2026 Copyright held by the owner/author(s).

This work is licensed under a Creative Commons Attribution 4.0 International License.
Keywords: LLM code generation, GPU kernels, Triton, polyhedral analysis
Dates:
  • Published: 5 July 2026
Institution: The University of Leeds
Academic Units: The University of Leeds > Faculty of Engineering & Physical Sciences (Leeds) > School of Computing (Leeds) > Distributed Systems & Services
Date Deposited: 05 Aug 2026 09:32
Last Modified: 05 Aug 2026 09:32
Published Version: https://dl.acm.org/doi/10.1145/3774895.3812200
Status: Published
Publisher: Association for Computing Machinery (ACM)
Identification Number: 10.1145/3774895.3812200
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