22 citations · 63 across the 13 of their papers we have counts for
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cs.LG2022
Nimble GNN Embedding with Tensor-Train Decomposition
Chunxing Yin, Da Zheng, Israt Nisa +3
This paper describes a new method for representing embedding tables of graph neural networks (GNNs) more compactly via tensor-train (TT) decomposition. We consider the scenario whe…
cs.DC2022
"Smarter" NICs for faster molecular dynamics: a case study
Sara Karamati, Clayton Hughes, K. Scott Hemmert +6
This work evaluates the benefits of using a "smart" network interface card (SmartNIC) as a compute accelerator for the example of the MiniMD molecular dynamics proxy application. T…