124 citations · 159 across the 5 of their papers we have counts for
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cs.DS2020★ 6 cited
Sparse Tensor Transpositions
Suzanne Mueller, Willow Ahrens, Stephen Chou +2
We present a new algorithm for transposing sparse tensors called Quesadilla. The algorithm converts the sparse tensor data structure to a list of coordinates and sorts it with a fa…
cs.MS2020★ 26 cited
Automatic Generation of Efficient Sparse Tensor Format Conversion Routines
Stephen Chou, Fredrik Kjolstad, Saman Amarasinghe
This paper shows how to generate code that efficiently converts sparse tensors between disparate storage formats (data layouts) such as CSR, DIA, ELL, and many others. We decompose…