This auxiliary representation, which consists of the inverse node degree profile, arises naturally from the structure of the optimal solution and can be pre-computed and stored alongside the signal.

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.

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 ...