Signal processing on simplicial complexes

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Signal processing on simplicial complexes

14 June 2021

Michael T. Schaub

Jean-Baptiste Seby

Florian Frantzen

Santiago Segarra

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Papers citing "Signal processing on simplicial complexes"

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Title
What are higher-order networks? C. Bick Elizabeth Gross Heather A. Harrington Michael T. Schaub 137 286 0 20 Apr 2021
Principled Simplicial Neural Networks for Trajectory Prediction T. Roddenberry Nicholas Glaze Santiago Segarra 3DPC 72 93 0 19 Feb 2021
Signal Processing on Higher-Order Networks: Livin' on the Edge ... and Beyond Michael T. Schaub Yu Zhu Jean-Baptiste Seby T. Roddenberry Santiago Segarra 151 149 0 14 Jan 2021
Simplicial Neural Networks Stefania Ebli M. Defferrard Gard Spreemann GNN 52 130 0 07 Oct 2020
Graph-based Semi-Supervised & Active Learning for Edge Flows Junteng Jia Michael T. Schaub Santiago Segarra Austin R. Benson 95 77 0 17 May 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 780 8,533 0 03 Jan 2019
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 417 5,111 0 19 Jun 2018
Convolutional Neural Network Architectures for Signals Supported on Graphs Fernando Gama A. Marques G. Leus Alejandro Ribeiro 182 287 0 01 May 2018
Link Prediction Based on Graph Neural Networks Muhan Zhang Yixin Chen GNN 100 1,937 0 27 Feb 2018
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 810 3,287 0 24 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 644 29,076 0 09 Sep 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 353 7,655 0 30 Jun 2016
How to learn a graph from smooth signals Vassilis Kalofolias 79 515 0 11 Jan 2016
Signal Recovery on Graphs: Variation Minimization Siheng Chen A. Sandryhaila José M. F. Moura J. Kovacevic 47 270 0 26 Nov 2014
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 133 3,974 0 31 Oct 2012