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Kazem Cheshmi

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titleconferencedate
Loop Fusion in Matrix Multiplications with Sparse DependenceSparse 20252025-06-16
A compiler pass called tile fusion fuses tiles of two consecutive matrix multiplications when sparsity creates partial dependences, implemented as a…
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Register Tiling for Unstructured Sparsity in Neural Network InferencePLDI 20232023-06-17
Introduces Sparse Register Tiling that uses an unroll-and-sparse-jam compile-time transformation plus compression to shrink SpMM code size and improve register…
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