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05/25/2023
Union Subgraph Neural Networks
Graph Neural Networks (GNNs) are widely used for graph representation le...
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10/15/2021
Graph Neural Networks with Learnable Structural and Positional Representations
Graph neural networks (GNNs) have become the standard learning architect...
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12/17/2020
A Generalization of Transformer Networks to Graphs
We propose a generalization of transformer neural network architecture f...
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03/02/2020