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04/29/2023
Leveraging Label Non-Uniformity for Node Classification in Graph Neural Networks
In node classification using graph neural networks (GNNs), a typical mod...
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04/07/2023
Distributional Signals for Node Classification in Graph Neural Networks
In graph neural networks (GNNs), both node features and labels are examp...
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03/03/2023
Node-Specific Space Selection via Localized Geometric Hyperbolicity in Graph Neural Networks
Many graph neural networks have been developed to learn graph representa...
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07/24/2022
SGAT: Simplicial Graph Attention Network
Heterogeneous graphs have multiple node and edge types and are semantica...
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03/29/2021