Search Results for author: Bradley Rees

Found 1 papers, 1 papers with code

Characterizing the Efficiency of Graph Neural Network Frameworks with a Magnifying Glass

1 code implementation6 Nov 2022 Xin Huang, Jongryool Kim, Bradley Rees, Chul-Ho Lee

In particular, unlike the traditional GNNs that are trained based on the entire graph in a full-batch manner, recent GNNs have been developed with different graph sampling techniques for mini-batch training of GNNs on large graphs.

Graph Sampling

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