Convolutional Learning on Simplicial Complexes

Convolutional Learning on Simplicial Complexes

26 January 2023

Elvin Isufi

Papers citing "Convolutional Learning on Simplicial Complexes"

10 / 10 papers shown

Title
Higher-Order Topological Directionality and Directed Simplicial Neural Networks M. Lecha Andrea Cavallo Francesca Dominici Elvin Isufi Claudio Battiloro AI4CE 148 2 0 17 Jan 2025
TopoTune : A Framework for Generalized Combinatorial Complex Neural Networks Mathilde Papillon Guillermo Bernardez Claudio Battiloro Nina Miolane BDL 49 1 0 09 Oct 2024
MANTRA: The Manifold Triangulations Assemblage Rubén Ballester Ernst Röell Daniel Bin Schmid Mathieu Alain Sergio Escalera Carles Casacuberta Bastian Rieck 42 2 0 03 Oct 2024
E(n) Equivariant Topological Neural Networks Claudio Battiloro Ege Karaismailoglu Mauricio Tec George Dasoulas Michelle Audirac Francesca Dominici 47 4 0 24 May 2024
On the Theoretical Expressive Power and the Design Space of Higher-Order Graph Transformers Cai Zhou Rose Yu Yusu Wang 22 7 0 04 Apr 2024
Convolutional Filtering in Simplicial Complexes Elvin Isufi Maosheng Yang 14 14 0 29 Jan 2022
Simplicial Convolutional Neural Networks Maosheng Yang Elvin Isufi G. Leus GNN 54 57 0 06 Oct 2021
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 163 1,095 0 27 Apr 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 113 145 0 14 Jan 2021