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Graph Theory

Graph Classification Heterophilic Graphs Entity Linking Text-Attributed Graphs Node Classification Graph Learning Graph Structure Learning Document Graphs Core-Periphery Structures Hyperbolic Geometry Graph Convolutional Networks Graph Representations

VS-Graph Preprint Introduces Single-Pass Graph Learning That Rivals GNNs

The authors report up to 450x faster training with accuracy maintained even at D=128.