MGC: A Complex-Valued Graph Convolutional Network for Directed Graphs

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MGC: A Complex-Valued Graph Convolutional Network for Directed Graphs

14 October 2021

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Papers citing "MGC: A Complex-Valued Graph Convolutional Network for Directed Graphs"

17 / 17 papers shown

Title
BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation Mingguo He Zhewei Wei Zengfeng Huang Hongteng Xu 116 227 0 21 Jun 2021
MagNet: A Neural Network for Directed Graphs Xitong Zhang Yixuan He Nathan Brugnone Michael Perlmutter M. Hirn 124 133 0 22 Feb 2021
A Note on Over-Smoothing for Graph Neural Networks Chen Cai Yusu Wang 86 276 0 23 Jun 2020
Geom-GCN: Geometric Graph Convolutional Networks Hongbin Pei Bingzhen Wei Kevin Chen-Chuan Chang Yu Lei Bo Yang GNN 324 1,123 0 13 Feb 2020
Diffusion Improves Graph Learning Johannes Klicpera Stefan Weißenberger Stephan Günnemann GNN 155 711 0 28 Oct 2019
Spectral-based Graph Convolutional Network for Directed Graphs Yi Ma Jianye Hao Yaodong Yang Han Li Junqi Jin Guangyong Chen GNN BDL 56 75 0 21 Jul 2019
Dimensional Reweighting Graph Convolutional Networks Xu Zou Qiuye Jia Jianwei Zhang Chang Zhou Hongxia Yang Jie Tang GNN 45 8 0 04 Jul 2019
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks Sitao Luan Mingde Zhao Xiao-Wen Chang Doina Precup GNN 78 157 0 05 Jun 2019
Optimizing Generalized PageRank Methods for Seed-Expansion Community Detection Pan Li Eli Chien O. Milenkovic 70 68 0 26 May 2019
Simplifying Graph Convolutional Networks Felix Wu Tianyi Zhang Amauri Souza Christopher Fifty Tao Yu Kilian Q. Weinberger GNN 246 3,182 0 19 Feb 2019
Deep Complex Networks C. Trabelsi O. Bilaniuk Ying Zhang Dmitriy Serdyuk Sandeep Subramanian J. F. Santos Soroush Mehri Negar Rostamzadeh Yoshua Bengio C. Pal 191 837 0 27 May 2017
Language Modeling with Gated Convolutional Networks Yann N. Dauphin Angela Fan Michael Auli David Grangier 242 2,404 0 23 Dec 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 662 29,156 0 09 Sep 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 358 7,671 0 30 Jun 2016
Autoregressive Moving Average Graph Filtering Elvin Isufi Andreas Loukas Andrea Simonetto G. Leus 131 244 0 14 Feb 2016
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 135 3,979 0 31 Oct 2012
A Tutorial on Spectral Clustering U. V. Luxburg 290 10,543 0 01 Nov 2007

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