103 citations · 203 across the 6 of their papers we have counts for
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cs.MS2015★ 27 cited
CSR5: An Efficient Storage Format for Cross-Platform Sparse Matrix-Vector Multiplication
Weifeng Liu, Brian Vinter
Sparse matrix-vector multiplication (SpMV) is a fundamental building block for numerous applications. In this paper, we propose CSR5 (Compressed Sparse Row 5), a new storage format…
cs.MS2015★ 67 cited
Speculative Segmented Sum for Sparse Matrix-Vector Multiplication on Heterogeneous Processors
Weifeng Liu, Brian Vinter
Sparse matrix-vector multiplication (SpMV) is a central building block for scientific software and graph applications. Recently, heterogeneous processors composed of different type…
cs.MS2015★ 103 cited
A Framework for General Sparse Matrix-Matrix Multiplication on GPUs and Heterogeneous Processors
Weifeng Liu, Brian Vinter
General sparse matrix-matrix multiplication (SpGEMM) is a fundamental building block for numerous applications such as algebraic multigrid method (AMG), breadth first search and sh…