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07/17/2023
Optimizing Distributed Tensor Contractions using Node-Aware Processor Grids
We propose an algorithm that aims at minimizing the inter-node communica...
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07/11/2023
Minimum Cost Loop Nests for Contraction of a Sparse Tensor with a Tensor Network
Sparse tensor decomposition and completion are common in numerous applic...
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08/24/2022
ProbGraph: High-Performance and High-Accuracy Graph Mining with Probabilistic Set Representations
Important graph mining problems such as Clustering are computationally d...
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10/10/2021
Parallel Minimum Spanning Forest Computation using Sparse Matrix Kernels
Formulations of graph algorithms using sparse linear algebra have yielde...
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04/15/2021
SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems
Simple graph algorithms such as PageRank have been the target of numerou...
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11/11/2019
