Unifying Graph Convolutional Neural Networks and Label Propagation

Hongwei Wang, Jure Leskovec

Label Propagation (LPA) and Graph Convolutional Neural Networks (GCN) are both message passing algorithms on graphs. Both solve the task of node classification but LPA propagates n…