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?