Abstract: Counting the number of independent sets of a graph G (denoted as NI(G)) is a classical #P-complete problem for graphs of degree greater or equal than 3. However, there are classes of graphs ...
Abstract: We investigate graph convolution networks with efficient learning from higher-order graph convolutions and direct learning from adjacency matrices for node classification. We revisit the ...
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