Geometric Scattering Attention Networks

28 October 2020

Guy Wolf

Papers citing "Geometric Scattering Attention Networks"

22 / 22 papers shown

Title
Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks Yimeng Min Frederik Wenkel Guy Wolf GNN 78 112 0 18 Mar 2020
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 397 939 0 02 Mar 2020
Geom-GCN: Geometric Graph Convolutional Networks Hongbin Pei Bingzhen Wei Kevin Chen-Chuan Chang Yu Lei Bo Yang GNN 318 1,118 0 13 Feb 2020
Stability of Graph Scattering Transforms Fernando Gama Joan Bruna Alejandro Ribeiro GNN 56 84 0 11 Jun 2019
Revisiting Graph Neural Networks: All We Have is Low-Pass Filters Hoang NT Takanori Maehara GNN 113 432 0 23 May 2019
Graph Neural Networks with convolutional ARMA filters F. Bianchi Daniele Grattarola L. Livi Cesare Alippi GNN 65 391 0 05 Jan 2019
Geometric Scattering for Graph Data Analysis Feng Gao Guy Wolf M. Hirn GNN 66 113 0 07 Oct 2018
Diffusion Scattering Transforms on Graphs Fernando Gama Alejandro Ribeiro Joan Bruna GNN 65 103 0 22 Jun 2018
Graph Convolutional Neural Networks via Scattering Dongmian Zou Gilad Lerman GNN 50 122 0 31 Mar 2018
Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning Qimai Li Zhichao Han Xiao-Ming Wu GNN SSL 182 2,825 0 22 Jan 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 459 20,124 0 30 Oct 2017
Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking Aleksandar Bojchevski Stephan Günnemann BDL 83 642 0 12 Jul 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 474 15,218 0 07 Jun 2017
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 789 3,282 0 24 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 602 29,032 0 09 Sep 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 333 7,648 0 30 Jun 2016
Revisiting Semi-Supervised Learning with Graph Embeddings Zhilin Yang William W. Cohen Ruslan Salakhutdinov GNN SSL 164 2,090 0 29 Mar 2016
Wavelet Scattering on the Pitch Spiral Vincent Lostanlen S. Mallat 30 19 0 03 Jan 2016
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 209 4,872 0 21 Dec 2013
Deep Scattering Spectrum Joakim Andén S. Mallat 80 535 0 24 Apr 2013
Invariant Scattering Convolution Networks Joan Bruna S. Mallat 115 1,276 0 05 Mar 2012
Group Invariant Scattering S. Mallat 116 988 0 12 Jan 2011