Higher-order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial Complexes
This academic article discusses the limitations of Graph Neural Networks (GNNs) in discerning higher-order interactions in complex systems. A novel approach is proposed, which uses the mathematical theory of simplicial…
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