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Learning Optimal Graph Filters for Clustering of Attributed Graphs

9 November 2022

Papers citing "Learning Optimal Graph Filters for Clustering of Attributed Graphs"

20 / 20 papers shown

Title
A Fractional Graph Laplacian Approach to Oversmoothing Sohir Maskey Raffaele Paolino Aras Bacho Gitta Kutyniok 114 37 0 22 May 2023
A Survey on Spectral Graph Neural Networks Deyu Bo Xiao Wang Yang Liu Yuan Fang Yawen Li Chuan Shi 90 29 0 11 Feb 2023
Graph Filters for Signal Processing and Machine Learning on Graphs Elvin Isufi Fernando Gama D. Shuman Santiago Segarra GNN 81 71 0 16 Nov 2022
Beyond Low-pass Filtering: Graph Convolutional Networks with Automatic Filtering Zonghan Wu Shirui Pan Guodong Long Jing Jiang Chengqi Zhang GNN 56 31 0 10 Jul 2021
Interpreting and Unifying Graph Neural Networks with An Optimization Framework Meiqi Zhu Xiao Wang C. Shi Houye Ji Peng Cui AI4CE 119 203 0 28 Jan 2021
GraphHop: An Enhanced Label Propagation Method for Node Classification Tian Xie Bin Wang C.-C. Jay Kuo 56 36 0 07 Jan 2021
Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning Bingbing Xu Huawei Shen Qi Cao Keting Cen Xueqi Cheng 66 156 0 27 Jul 2020
Attributed Graph Clustering via Adaptive Graph Convolution Xiaotong Zhang Han Liu Qimai Li Xiao-Ming Wu GNN 95 296 0 04 Jun 2019
Label Efficient Semi-Supervised Learning via Graph Filtering Qimai Li Xiao-Ming Wu Han Liu Xiaotong Zhang Zhichao Guan 82 167 0 28 Jan 2019
Adaptive Diffusions for Scalable Learning over Graphs Dimitris Berberidis A. Nikolakopoulos G. Giannakis GNN 90 37 0 05 Apr 2018
Learning Structural Node Embeddings Via Diffusion Wavelets Claire Donnat Marinka Zitnik David Hallac J. Leskovec GNN DiffM 91 393 0 27 Oct 2017
Variational Graph Auto-Encoders Thomas Kipf Max Welling GNN BDL SSL CML 155 3,598 0 21 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 689 29,220 0 09 Sep 2016
Autoregressive Moving Average Graph Filtering Elvin Isufi Andreas Loukas Andrea Simonetto G. Leus 149 244 0 14 Feb 2016
Compressive Spectral Clustering Nicolas M Tremblay Gilles Puy Remi Gribonval P. Vandergheynst 161 114 0 05 Feb 2016
Signal Recovery on Graphs: Variation Minimization Siheng Chen A. Sandryhaila José M. F. Moura J. Kovacevic 64 270 0 26 Nov 2014
Compact Support Biorthogonal Wavelet Filterbanks for Arbitrary Undirected Graphs S. K. Narang Antonio Ortega 86 214 0 30 Oct 2012
Distributed Signal Processing via Chebyshev Polynomial Approximation D. Shuman P. Vandergheynst D. Kressner P. Frossard 98 115 0 22 Nov 2011
Perfect Reconstruction Two-Channel Wavelet Filter-Banks for Graph Structured Data S. K. Narang Antonio Ortega 87 394 0 18 Jun 2011
A Tutorial on Spectral Clustering U. V. Luxburg 290 10,550 0 01 Nov 2007