High sparse Knowledge Graph is a key challenge to solve the Knowledge Graph Completion task. Due to the sparsity of the KGs, there are not enough first-order neighbors to learn the features of ...

However, there are other kinds of graph datasets for which this sparse-only argument doesn’t apply, he adds. For instance, graphs representing pairwise chemical interactions between proteins don’t ...