How to learn a graph from smooth signals

11 January 2016

Papers citing "How to learn a graph from smooth signals"

16 / 16 papers shown

Title
It Takes a Graph to Know a Graph: Rewiring for Homophily with a Reference Graph Harel Mendelman Haggai Maron Ronen Talmon 95 0 0 18 May 2025
Joint Graph Estimation and Signal Restoration for Robust Federated Learning Tsutahiro Fukuhara Junya Hara Hiroshi Higashi Yuichi Tanaka FedML 75 0 0 16 May 2025
FedHERO: A Federated Learning Approach for Node Classification Task on Heterophilic Graphs Zihan Chen Xingbo Fu Yushun Dong Jundong Li Cong Shen FedML 287 0 0 29 Apr 2025
A Review of Graph-Powered Data Quality Applications for IoT Monitoring Sensor Networks Pau Ferrer-Cid Jose M. Barcelo-Ordinas J. García-Vidal 199 4 0 28 Oct 2024
Graph Sampling for Scalable and Expressive Graph Neural Networks on Homophilic Graphs Haolin Li Luana Ruiz Luana Ruiz 95 0 0 22 Oct 2024
Learning Latent Graph Structures and their Uncertainty A. Manenti Daniele Zambon Cesare Alippi BDL 164 1 0 30 May 2024
Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class Partition Xin Gao Tong Chen Wentao Zhang Junliang Yu Guanhua Ye Quoc Viet Hung Nguyen 137 8 0 22 May 2024
Graph Learning Across Data Silos Xiang Zhang Qiao Wang 212 1 0 17 Jan 2023
Learning Hypergraphs From Signals With Dual Smoothness Prior Bohan Tang Siheng Chen Xiaowen Dong 141 8 0 03 Nov 2022
A Time-Vertex Signal Processing Framework Francesco Grassi Andreas Loukas Nathanael Perraudin B. Ricaud 56 174 0 05 May 2017
Stationary signal processing on graphs Nathanael Perraudin P. Vandergheynst 102 238 0 11 Jan 2016
Robust Principal Component Analysis on Graphs N. Shahid Vassilis Kalofolias Xavier Bresson M. Bronstein P. Vandergheynst 84 116 0 23 Apr 2015
Matrix Completion on Graphs Vassilis Kalofolias Xavier Bresson M. Bronstein P. Vandergheynst 136 172 0 07 Aug 2014
Playing with Duality: An Overview of Recent Primal-Dual Approaches for Solving Large-Scale Optimization Problems N. Komodakis J. Pesquet 101 398 0 20 Jun 2014
UNLocBoX: A MATLAB convex optimization toolbox for proximal-splitting methods Nathanael Perraudin Gilles Puy D. Shuman P. Vandergheynst 121 65 0 04 Feb 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 145 3,989 0 31 Oct 2012