Convolutional Learning on Multigraphs

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Convolutional Learning on Multigraphs

23 September 2022

Alejandro Parada-Mayorga

Alejandro Ribeiro

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Papers citing "Convolutional Learning on Multigraphs"

8 / 8 papers shown

Title
HSG-12M: A Large-Scale Spatial Multigraph Dataset Xianquan Yan Hakan Akgün Kenji Kawaguchi N. Duane Loh Ching Hua Lee 29 0 0 10 Jun 2025
What Can We Learn From MIMO Graph Convolutions? Andreas Roth Thomas Liebig 112 0 0 16 May 2025
Convolutional Filtering with RKHS Algebras Alejandro Parada-Mayorga Leopoldo Agorio Alejandro Ribeiro J. Bazerque 81 0 0 02 Nov 2024
PowerFlowMultiNet: Multigraph Neural Networks for Unbalanced Three-Phase Distribution Systems Salah Ghamizi Jun Cao Aoxiang Ma Pedro Rodriguez AI4CE 74 2 0 01 Mar 2024
Non Commutative Convolutional Signal Models in Neural Networks: Stability to Small Deformations Alejandro Parada-Mayorga Landon Butler Alejandro Ribeiro 44 0 0 05 Oct 2023
Learning with Multigraph Convolutional Filters Landon Butler Alejandro Parada-Mayorga Alejandro Ribeiro 72 6 0 28 Oct 2022
Stability of Aggregation Graph Neural Networks Alejandro Parada-Mayorga Zhiyang Wang Fernando Gama Alejandro Ribeiro 73 5 0 08 Jul 2022
Convolutional Filtering and Neural Networks with Non Commutative Algebras Alejandro Parada-Mayorga Landon Butler Alejandro Ribeiro 64 10 0 23 Aug 2021