A Robust Alternative for Graph Convolutional Neural Networks via Graph Neighborhood Filters

2 October 2021

Papers citing "A Robust Alternative for Graph Convolutional Neural Networks via Graph Neighborhood Filters"

6 / 6 papers shown

Title
Redesigning graph filter-based GNNs to relax the homophily assumption Samuel Rey Madeline Navarro Victor M. Tenorio Santiago Segarra Antonio G. Marques 30 1 0 13 Sep 2024
Convolutional Learning on Directed Acyclic Graphs Samuel Rey Hamed Ajorlou Gonzalo Mateos CML AI4CE GNN 29 3 0 05 May 2024
Robust Graph Neural Network based on Graph Denoising Victor M. Tenorio Samuel Rey Antonio G. Marques AAML 31 1 0 11 Dec 2023
Untrained Graph Neural Networks for Denoising Samuel Rey Santiago Segarra Reinhard Heckel A. Marques 32 28 0 24 Sep 2021
Convolutional Neural Network Architectures for Signals Supported on Graphs Fernando Gama A. Marques G. Leus Alejandro Ribeiro 132 285 0 01 May 2018
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 250 3,236 0 24 Nov 2016