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MPNN working principle: (a) update of edge embeddings, (b) update of node embeddings. The updated elements are in red. For each MPNN step t, first compute the edge embeddings from node i over all edges (i.e., toward all neighbors N_{i}) according to (1). Then, compute the node embeddings depending on the previously updated edge embeddings as in (2).
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