CuBridge: An LLM-Based Framework for Understanding and Reconstructing High-Performance Attention Kernels

Xing Ma, Yangjie Zhou 0001, Wu Sun, Zihan Liu 0002, Jingwen Leng, Yun Lin 0001, Shixuan Sun, Minyi Guo, Jin Song Dong 0001. CuBridge: An LLM-Based Framework for Understanding and Reconstructing High-Performance Attention Kernels. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 10929-10946, Association for Computational Linguistics, 2026. [doi]

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