Before revision: The performances of GNNs for representation learning on the graph-structured data are generally limited to the issue that existing GNNs rely on one assumption, i. e., the original graph structure is reliable.
After revision: In representation learning on the graph-structured data are generally limited to the issue that existing GNNs rely on one assumption, i. e., the original graph structure is reliable.