A User Guide to Low-Pass Graph Signal Processing and its Applications

4 August 2020

Papers citing "A User Guide to Low-Pass Graph Signal Processing and its Applications"

16 / 16 papers shown

Title
Lightweight Transformer via Unrolling of Mixed Graph Algorithms for Traffic Forecast Ji Qi Tam Thuc Do Mingxiao Liu Zhuoshi Pan Yuzhe Li Gene Cheung H. Vicky Zhao AI4TS 23 0 0 19 May 2025
Cramer-Rao Bounds for Laplacian Matrix Estimation Morad Halihal T. Routtenberg H. Vincent Poor 36 0 0 06 Apr 2025
Criteria-Aware Graph Filtering: Extremely Fast Yet Accurate Multi-Criteria Recommendation Jin-Duk Park Jaemin Yoo Won-Yong Shin 134 1 0 13 Feb 2025
Generalization of Geometric Graph Neural Networks with Lipschitz Loss Functions Zhiyang Wang J. Cerviño Alejandro Ribeiro 61 4 0 08 Sep 2024
Generalization of Graph Neural Networks is Robust to Model Mismatch Zhiyang Wang J. Cerviño Alejandro Ribeiro 123 2 0 25 Aug 2024
A Manifold Perspective on the Statistical Generalization of Graph Neural Networks Zhiyang Wang J. Cerviño Alejandro Ribeiro AI4CE GNN 74 9 0 07 Jun 2024
Network Momentum across Asset Classes Xingyue Pu Stephen J. Roberts Xiaowen Dong S. Zohren AIFin 40 3 0 22 Aug 2023
LogSpecT: Feasible Graph Learning Model from Stationary Signals with Recovery Guarantees Shangyuan Liu Lingling Zhu Anthony Man-Cho So 58 1 0 02 May 2023
Analysis of business process automation as linear time-invariant system network Mauricio Jacobo-Romero Danilo S. Carvalho André Freitas 44 0 0 09 Feb 2023
Graph Filters for Signal Processing and Machine Learning on Graphs Elvin Isufi Fernando Gama D. Shuman Santiago Segarra GNN 88 72 0 16 Nov 2022
Complex-Value Spatio-temporal Graph Convolutional Neural Networks and its Applications to Electric Power Systems AI Tong Wu Anna Scaglione D. Arnold GNN 70 12 0 17 Aug 2022
Online Inference for Mixture Model of Streaming Graph Signals with Non-White Excitation Yiran He Hoi-To Wai 61 3 0 28 Jul 2022
On the Stability of Low Pass Graph Filter With a Large Number of Edge Rewires Hoang-Son Nguyen Yiran He Hoi-To Wai 58 8 0 14 Oct 2021
How Powerful is Graph Convolution for Recommendation? Yifei Shen Yongji Wu Yao Zhang Caihua Shan Jun Zhang Khaled B. Letaief Dongsheng Li GNN 77 102 0 17 Aug 2021
Interpretable Stability Bounds for Spectral Graph Filters Henry Kenlay D. Thanou Xiaowen Dong 82 40 0 18 Feb 2021
Algorithms for Learning Graphs in Financial Markets José Vinícius de Miranda Cardoso Jiaxi Ying Daniel P. Palomar CML AIFin 122 17 0 31 Dec 2020