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I am using a Graph2Seq GNN. For my case, I am using GCN as my encoder.

For my graph, on the average:

  • I have around 500 nodes in the graph per data point.
  • In the current graph, on average, a node is connected to 4 neighbours.

My question really is what is the effect of adding more edges in a GCN model?

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