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Stephen Chou

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Compilation of Dynamic Sparse Tensor AlgebraOOPSLA 20222022-12-05
A compiler generates efficient tensor-algebra kernels from high-level node-schema language descriptions of recursive pointer-based layouts (block linked lists…
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Compilation of Sparse Array Programming ModelsOOPSLA 20212021-10-17
A compiler built on TACO generates C-like code from array index notation and a format language that supports arbitrary fill values, lifts operators into an…
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A Sparse Iteration Space Transformation Framework for Sparse Tensor AlgebraOOPSLA 20202020-11-15
Framework implements sparse iteration-space transformations inside TACO and a CUDA backend and generates fused sparse kernels (SpMV, SpMM, SDDMM, MTTKRP) that…
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Format Abstraction for Sparse Tensor Algebra CompilersOOPSLA 20182018-11-07
Paper demonstrates an abstraction that expresses tensor formats as composable per-dimension level formats and a plugin-style code generator that emits concrete…
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