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cs.DC2026
JustGoal: With Only a Goal, the AI Baseline Is Above the Expert Kernels
Yaojian Chen, Dazhi Peng, Zhui Zhu +13
A small number of GPU kernels often determines the efficiency of large language model training and inference. High-performance kernel development typically relies on expert knowled…
cs.DC2026
ForgeStencil: Automating Per-Case Stencil Specialization from Kernels to 100+ Real Applications
Yaojian Chen, Yuxuan Li, Wubing Wan +3
Industrial and scientific computing rests on a few core kernels, and the stencil is among the most widely used: weather and climate models, seismic imaging, fluid dynamics, and ima…