Learning graphs from data: A signal representation perspective

3 June 2018

Papers citing "Learning graphs from data: A signal representation perspective"

38 / 38 papers shown

Title
A Review of Graph-Powered Data Quality Applications for IoT Monitoring Sensor Networks Pau Ferrer-Cid Jose M. Barcelo-Ordinas J. García-Vidal 39 2 0 28 Oct 2024
Heterogeneous Interaction Modeling With Reduced Accumulated Error for Multi-Agent Trajectory Prediction Siyuan Chen Jiahai Wang 38 10 0 28 Oct 2024
Online Proximal ADMM for Graph Learning from Streaming Smooth Signals Hector Chahuara Gonzalo Mateos 29 0 0 19 Sep 2024
Gegenbauer Graph Neural Networks for Time-varying Signal Reconstruction Jhon A. Castro-Correa Jhony H. Giraldo Mohsen Badiey Fragkiskos D. Malliaros 22 5 0 28 Mar 2024
How Does Message Passing Improve Collaborative Filtering? Mingxuan Ju William Shiao Zhichun Guo Yanfang Ye Yozen Liu Neil Shah Tong Zhao 40 4 0 27 Mar 2024
A Unified Framework for Fair Spectral Clustering With Effective Graph Learning Xiang Zhang Qiao Wang 30 3 0 23 Nov 2023
Joint Graph and Vertex Importance Learning Benjamin Girault Eduardo Pavez Antonio Ortega 24 1 0 15 Mar 2023
SF-SGL: Solver-Free Spectral Graph Learning from Linear Measurements Ying Zhang Zhiqiang Zhao Zhuo Feng 38 2 0 09 Feb 2023
Graph Learning Across Data Silos Xiang Zhang Qiao Wang 24 1 0 17 Jan 2023
ProductGraphSleepNet: Sleep Staging using Product Spatio-Temporal Graph Learning with Attentive Temporal Aggregation A. Einizade S. Nasiri S. H. Sardouie G. Clifford 13 14 0 09 Dec 2022
Learning Product Graphs from Spectral Templates A. Einizade S. H. Sardouie 10 6 0 05 Nov 2022
Learning Hypergraphs From Signals With Dual Smoothness Prior Bohan Tang Siheng Chen Xiaowen Dong 50 8 0 03 Nov 2022
Inferring Topology of Networked Dynamical Systems by Active Excitations Yushan Li Jianping He Cailian Chen X. Guan 38 2 0 24 Aug 2022
Learning to Infer Structures of Network Games Emanuele Rossi Federico Monti Yan Leng Michael M. Bronstein Xiaowen Dong 12 9 0 16 Jun 2022
Learning Graph Structure from Convolutional Mixtures Max Wasserman Saurabh Sihag Gonzalo Mateos Alejandro Ribeiro GNN CML BDL 37 6 0 19 May 2022
Scalable Multi-view Clustering with Graph Filtering Liang Liu Peng Chen Guangchun Luo Zhao Kang Yonggang Luo Sanchu Han 32 21 0 18 May 2022
Online Graph Learning from Social Interactions Valentina Shumovskaia K. Ntemos Stefan Vlaski A. H. Sayed 14 6 0 11 Mar 2022
GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks Chenhui Deng Xiuyu Li Zhuobo Feng Zhiru Zhang AAML 48 21 0 30 Jan 2022
Learning Connectivity with Graph Convolutional Networks for Skeleton-based Action Recognition H. Sahbi GNN 18 27 0 06 Dec 2021
Laplacian Constrained Precision Matrix Estimation: Existence and High Dimensional Consistency E. Pavez 16 4 0 31 Oct 2021
Learning Time-Varying Graphs from Online Data Alberto Natali Elvin Isufi M. Coutiño G. Leus CML 16 32 0 21 Oct 2021
Accelerated Graph Learning from Smooth Signals S. S. Saboksayr Gonzalo Mateos 33 22 0 19 Oct 2021
Online Graph Learning in Dynamic Environments Xiang Zhang 30 3 0 11 Oct 2021
Learning Sparse Graphs with a Core-periphery Structure Sravanthi Gurugubelli S. Chepuri GNN 11 2 0 08 Oct 2021
Learning Sparse Graph with Minimax Concave Penalty under Gaussian Markov Random Fields Tatsuya Koyakumaru M. Yukawa Eduardo Pavez Antonio Ortega 21 8 0 17 Sep 2021
Online Graph Topology Learning from Matrix-valued Time Series Yiye Jiang Jérémie Bigot Sofian Maabout AI4TS 25 3 0 16 Jul 2021
SGL: Spectral Graph Learning from Measurements Zhuo Feng 25 3 0 16 Apr 2021
Skeleton-based Hand-Gesture Recognition with Lightweight Graph Convolutional Networks H. Sahbi 3DH GNN 12 3 0 09 Apr 2021
Online Time-Varying Topology Identification via Prediction-Correction Algorithms Alberto Natali M. Coutiño Elvin Isufi G. Leus 30 21 0 22 Oct 2020
Deep Importance Sampling based on Regression for Model Inversion and Emulation F. Llorente Luca Martino D. Delgado G. Camps-Valls 21 19 0 20 Oct 2020
Joint Inference of Multiple Graphs from Matrix Polynomials Madeline Navarro Yuhao Wang A. Marques Caroline Uhler Santiago Segarra 15 29 0 16 Oct 2020
Graph signal processing for machine learning: A review and new perspectives Xiaowen Dong D. Thanou Laura Toni M. Bronstein P. Frossard 19 153 0 31 Jul 2020
Localized Spectral Graph Filter Frames: A Unifying Framework, Survey of Design Considerations, and Numerical Comparison (Extended Cut) D. Shuman 15 43 0 19 Jun 2020
Time-Varying Graph Learning with Constraints on Graph Temporal Variation Koki Yamada Yuichi Tanaka Antonio Ortega AI4TS 18 43 0 10 Jan 2020
Graph Signal Processing -- Part III: Machine Learning on Graphs, from Graph Topology to Applications Ljubisa Stankovic Danilo P. Mandic M. Daković M. Brajović Bruno Scalzo Shengxi Li A. Constantinides 29 23 0 02 Jan 2020
Graph Neural Lasso for Dynamic Network Regression Yixin Chen Lin Meng Jiawei Zhang AI4TS 11 5 0 25 Jul 2019
GOT: An Optimal Transport framework for Graph comparison Hermina Petric Maretic Mireille El Gheche Giovanni Chierchia P. Frossard OT 9 117 0 05 Jun 2019
Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering Siheng Chen Chaojing Duan Yaoqing Yang Duanshun Li Chen Feng Dong Tian 3DPC 29 71 0 11 May 2019