Graph Neural Networks Exponentially Lose Expressive Power for Node Classification

27 May 2019

Papers citing "Graph Neural Networks Exponentially Lose Expressive Power for Node Classification"

3 / 3 papers shown

Title
Understanding and Resolving Performance Degradation in Graph Convolutional Networks Kuangqi Zhou Yanfei Dong Kaixin Wang W. Lee Bryan Hooi Huan Xu Jiashi Feng GNN BDL 21 88 0 12 Jun 2020
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation Jiaxuan You Bowen Liu Rex Ying Vijay S. Pande J. Leskovec GNN 184 878 0 07 Jun 2018
Benefits of depth in neural networks Matus Telgarsky 123 600 0 14 Feb 2016