Simplicial Convolutional Filters

Simplicial Convolutional Filters

27 January 2022

Elvin Isufi

Michael T. Schaub

Papers citing "Simplicial Convolutional Filters"

12 / 12 papers shown

Title
Matched Topological Subspace Detector Chengen Liu Victor M. Tenorio Antonio G. Marques Elvin Isufi 16 0 0 08 Apr 2025
Topological Neural Networks over the Air Simone Fiorellino Claudio Battiloro P. Di Lorenzo 73 3 0 17 Feb 2025
Imputation of Time-varying Edge Flows in Graphs by Multilinear Kernel Regression and Manifold Learning D. Nguyen Konstantinos Slavakis Dimitris Pados 16 0 0 08 Sep 2024
Binarized Simplicial Convolutional Neural Networks Yi Yan E. Kuruoglu 29 2 0 07 May 2024
Learning graphs and simplicial complexes from data Andrei Buciulea Elvin Isufi G. Leus Antonio G. Marques 15 5 0 16 Dec 2023
ICML 2023 Topological Deep Learning Challenge : Design and Results Mathilde Papillon Mustafa Hajij Helen Jenne Johan Mathe Audun Myers ... Maosheng Yang Yixiao Yue Olga Zaghen Ali Zia Nina Miolane AI4CE 35 3 0 26 Sep 2023
Architectures of Topological Deep Learning: A Survey of Message-Passing Topological Neural Networks Mathilde Papillon Sophia Sanborn Mustafa Hajij Nina Miolane 3DV AI4CE 12 32 0 20 Apr 2023
Convolutional Learning on Simplicial Complexes Maosheng Yang Elvin Isufi 8 19 0 26 Jan 2023
Graph Filters for Signal Processing and Machine Learning on Graphs Elvin Isufi Fernando Gama D. Shuman Santiago Segarra GNN 24 62 0 16 Nov 2022
Simplicial Convolutional Neural Networks Maosheng Yang Elvin Isufi G. Leus GNN 54 57 0 06 Oct 2021
What are higher-order networks? C. Bick Elizabeth Gross Heather A. Harrington Michael T. Schaub 106 273 0 20 Apr 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 113 117 0 14 Jan 2021