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Oct 2026
AlphaCu: A Transformation-Driven Synthesis Framework for LLM-Based GPU Kernel Generation
Large language models show promise for code generation, yet their effectiveness in producing high-performance GPU kernels remains insufficiently understood. Recent agentic workflows improve over direct prompting through specialized generation roles and execution feedback, but our characterization of a representative wo...
Yang-Jie Zhou, Xing-Chen Ma, Zi-Han Liu et al.
· Proceedings of the 41st IEEE... · 0 citations