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Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity

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johnding1996/Sketch-GNN-Sublinear

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Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity

We present a sketch-based GNN training technique with sublinear training time and memory complexities with respect to graph size.

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Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity

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