To alleviate the local receptive issue of Graph Convolutional Network (GCN), Transformers have been exploited to capture the long-range dependence of nodes for graph data representation and learning.

Additionally, an analytical comparison between mapping the bond graph as either homogeneous or heterogeneous graph is shown. By analyzing the graph in spectral domain, the frequency component ...

Each of the GAFA companies own a vast swath of our socio-economic system. Facebook owns the social graph, the digital representation of the relationships that matter in people's lives. Google owns ...