The Surprising Power of Graph Neural Networks with Random Node Initialization

2 October 2020

Papers citing "The Surprising Power of Graph Neural Networks with Random Node Initialization"

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Title
Counting Substructures with Higher-Order Graph Neural Networks: Possibility and Impossibility Results B. Tahmasebi Derek Lim Stefanie Jegelka GNN 34 30 0 06 Dec 2020
Permutation-equivariant and Proximity-aware Graph Neural Networks with Stochastic Message Passing Ziwei Zhang Chenhao Niu Peng Cui Jian Pei Bo Zhang Wenwu Zhu 21 2 0 05 Sep 2020
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 189 917 0 02 Mar 2020
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation Jiaxuan You Bowen Liu Rex Ying Vijay S. Pande J. Leskovec GNN 206 885 0 07 Jun 2018