Community-preserving Graph Convolutions for Structural and Functional
Joint Embedding of Brain Networks

Community-preserving Graph Convolutions for Structural and Functional Joint Embedding of Brain Networks

8 November 2019

Philip S. Yu

Papers citing "Community-preserving Graph Convolutions for Structural and Functional Joint Embedding of Brain Networks"

12 / 12 papers shown

Title
GMNN: Graph Markov Neural Networks Meng Qu Yoshua Bengio Jian Tang BDL GNN 43 289 0 15 May 2019
LanczosNet: Multi-Scale Deep Graph Convolutional Networks Renjie Liao Zhizhen Zhao R. Urtasun R. Zemel GNN 58 228 0 06 Jan 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 530 5,457 0 20 Dec 2018
Multi-view Graph Embedding with Hub Detection for Brain Network Analysis Guixiang Ma Chun-Ta Lu Lifang He Philip S. Yu A. Ragin 25 40 0 12 Sep 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 432 28,795 0 09 Sep 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 152 10,825 0 03 Jul 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 247 7,622 0 30 Jun 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 776 149,474 0 22 Dec 2014
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 219 9,735 0 26 Mar 2014
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 123 4,856 0 21 Dec 2013
The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains D. Shuman S. K. Narang P. Frossard Antonio Ortega P. Vandergheynst 100 3,962 0 31 Oct 2012
A Tutorial on Spectral Clustering U. V. Luxburg 179 10,497 0 01 Nov 2007