most citedGinex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching

40 citations · 40 across the 1 of their papers we have counts for

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1 paper

cs.LG2022★ 40 cited

Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching

Yeonhong Park, Sunhong Min, Jae W. Lee

Recently, Graph Neural Networks (GNNs) have been receiving a spotlight as a powerful tool that can effectively serve various inference tasks on graph structured data. As the size o…