Invariance-Preserving Localized Activation Functions for Graph Neural
Networks

Invariance-Preserving Localized Activation Functions for Graph Neural Networks

29 March 2019

Alejandro Ribeiro

Papers citing "Invariance-Preserving Localized Activation Functions for Graph Neural Networks"

6 / 6 papers shown

Title
Graph Sampling for Scalable and Expressive Graph Neural Networks on Homophilic Graphs Haolin Li Luana Ruiz Luana Ruiz 32 0 0 22 Oct 2024
Training Graph Neural Networks on Growing Stochastic Graphs J. Cerviño Luana Ruiz Alejandro Ribeiro GNN 6 8 0 27 Oct 2022
Transferability Properties of Graph Neural Networks Luana Ruiz Luiz F. O. Chamon Alejandro Ribeiro GNN 19 41 0 09 Dec 2021
Understanding Structural Vulnerability in Graph Convolutional Networks Liang Chen Jintang Li Qibiao Peng Yang Liu Zibin Zheng Carl Yang AAML 10 58 0 13 Aug 2021
Graph Neural Networks: Architectures, Stability and Transferability Luana Ruiz Fernando Gama Alejandro Ribeiro GNN 40 121 0 04 Aug 2020
Convolutional Neural Network Architectures for Signals Supported on Graphs Fernando Gama A. Marques G. Leus Alejandro Ribeiro 129 285 0 01 May 2018