Layer-wise Adaptive Graph Convolution Networks Using Generalized Pagerank

Kishan Wimalawarne, Taiji Suzuki

We investigate adaptive layer-wise graph convolution in deep GCN models. We propose AdaGPR to learn generalized Pageranks at each layer of a GCNII network to induce adaptive convol…