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08/07/2023
Implicit Graph Neural Diffusion Based on Constrained Dirichlet Energy Minimization
Implicit graph neural networks (GNNs) have emerged as a potential approa...
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08/02/2023
Factor Graph Neural Networks
In recent years, we have witnessed a surge of Graph Neural Networks (GNN...
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03/17/2022
Graph Representation Learning with Individualization and Refinement
Graph Neural Networks (GNNs) have emerged as prominent models for repres...
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10/19/2020
Neuralizing Efficient Higher-order Belief Propagation
Graph neural network models have been extensively used to learn node rep...
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11/22/2019