Sparse Graph Learning with Spectrum Prior for Deep Graph Convolutional
Networks

Sparse Graph Learning with Spectrum Prior for Deep Graph Convolutional Networks

28 February 2022

Papers citing "Sparse Graph Learning with Spectrum Prior for Deep Graph Convolutional Networks"

12 / 12 papers shown

Title
Learning Sparse Graph Laplacian with K Eigenvector Prior via Iterative GLASSO and Projection Saghar Bagheri Gene Cheung Antonio Ortega Fen Wang 45 6 0 25 Oct 2020
Simple and Deep Graph Convolutional Networks Ming Chen Zhewei Wei Zengfeng Huang Bolin Ding Yaliang Li GNN 102 1,483 0 04 Jul 2020
Geom-GCN: Geometric Graph Convolutional Networks Hongbin Pei Bingzhen Wei Kevin Chen-Chuan Chang Yu Lei Bo Yang GNN 300 1,116 0 13 Feb 2020
DropEdge: Towards Deep Graph Convolutional Networks on Node Classification Yu Rong Wenbing Huang Tingyang Xu Junzhou Huang 101 1,334 0 25 Jul 2019
DeepGCNs: Can GCNs Go as Deep as CNNs? Ge Li Matthias Muller Ali K. Thabet Guohao Li 3DPC GNN 114 1,342 0 07 Apr 2019
Simplifying Graph Convolutional Networks Felix Wu Tianyi Zhang Amauri Souza Christopher Fifty Tao Yu Kilian Q. Weinberger GNN 201 3,168 0 19 Feb 2019
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 490 1,977 0 09 Jun 2018
Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning Qimai Li Zhichao Han Xiao-Ming Wu GNN SSL 178 2,820 0 22 Jan 2018
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 577 28,999 0 09 Sep 2016
Graph Laplacian Regularization for Image Denoising: Analysis in the Continuous Domain Jiahao Pang Gene Cheung 16 45 0 27 Apr 2016
A Probabilistic Interpretation of Sampling Theory of Graph Signals Akshay Gadde Antonio Ortega 82 73 0 23 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.4K 149,842 0 22 Dec 2014