[PDF] Download PDF - Proceedings of Machine Learning Research

problem (Kipf Welling, 2017); deep GCN models are still outperformed by three variants of Geom GCN (Pei et al, 2020) as they are the state of the art

[PDF] Competitive Analysis for Points of Interest - Jingbo Zhou

Aug 23, 2020 · Geom GCN is based on a geometric aggre gation scheme for graph neural networks Here we build the model on the co query POI graph, and

[PDF] Toward Unsupervised Graph Neural Network - Liang Yangs

Geom GCN [8] Most GNNs are deliberately designed for (transductive and inductive) semi supervised learning tasks, where supervision information ( labelled

[PDF] 2019 Fall: Graph Neural Networks - WordPresscom

Geom GCN ICLR 20 submission Motivation losing structural info of nodes in neighbors; weak to capture long range dependencies in disassortative graphs

[PDF] Fisher-Bures Adversary Graph Convolutional Networks

paper improves GCN generalization by minimizing the ∗Corresponding feature matrix obtained by stacking multiple GCN layers While the intrinsic geom