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Cheatsheet of Latex Code for Graph Neural Network(GNN) Equations

rockingdingo 2024-08-25 23:05 #graph neural network #gnn #gcn #gat #graphsage

In this blog, we will summarize the latex code of equations of Graph Neural Network(GNN) models, which are useful as quick reference for your research. For common notation, we denote G=(V,E) as the graph. V as the set of nodes with size |V|=N, and E as the set of N_e edges as |E| = N_e. A is denoted as the adjacency matrix. For each node v, we use h_v and o_v as hidde state and output vector of each node.

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