Before revision:  Our study is motivated by the fact that  GNNs cannot be adopted for our problem since message passing to such edgeless nodes having no connections is impossible.
After revision:  Our study is motivated by the fact that existing GNNs cannot be adopted for our problem since message passing to such edgeless nodes having no connections is impossible.