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Book Open access 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. · 0 citations
Aug 2026

DBCooker : A Database Kernel-Specialized Coding Agent Harness

Conference attendees will experience how DBCooker seamlessly transforms high-level SQL function requests into validated, kernel-ready code for mainstream databases (e.g., SQLite, PostgreSQL, DuckDB).

Wei Zhou, Xuan-He Zhou, Qi-Kang He et al. · 1 citation

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