Enhancements to the model introduce much sophisticated local information aggregation between the node pairs as in Graph Attention Networks (GAT) Veličković et al..
we note that such prior methods fall inherently into the classification paradigm, and hence focus on only local aggregation; i.e., to pull in the most significant feature from its neighbors.