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Signal Processing on Higher-Order Networks: Livin' on the Edge ... and Beyond

14 January 2021

Papers citing "Signal Processing on Higher-Order Networks: Livin' on the Edge ... and Beyond"

26 / 26 papers shown

Title
Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding Manuel Lecha Andrea Cavallo Francesca Dominici Ran Levi Alessio Del Bue Elvin Isufi Pietro Morerio Claudio Battiloro AI4CE 109 0 0 23 May 2025
Topological Neural Networks over the Air Simone Fiorellino Claudio Battiloro Paolo Di Lorenzo 135 3 0 17 Feb 2025
Enhancing the Utility of Higher-Order Information in Relational Learning Raphael Pellegrin Lukas Fesser Melanie Weber 174 0 0 13 Feb 2025
Graph Classification Gaussian Processes via Hodgelet Spectral Features Mathieu Alain So Takao Xiaowen Dong Bastian Rieck Emmanuel Noutahi 159 2 0 14 Oct 2024
E(n) Equivariant Topological Neural Networks Claudio Battiloro Ege Karaismailoglu Mauricio Tec George Dasoulas Michelle Audirac Francesca Dominici 155 9 0 24 May 2024
SC-MAD: Mixtures of Higher-order Networks for Data Augmentation Madeline Navarro Santiago Segarra 58 1 0 14 Sep 2023
From Latent Graph to Latent Topology Inference: Differentiable Cell Complex Module Claudio Battiloro Indro Spinelli Lev Telyatnikov Michael M. Bronstein Simone Scardapane P. Lorenzo BDL 98 17 0 25 May 2023
NervePool: A Simplicial Pooling Layer Sarah McGuire E. Munch M. Hirn 68 1 0 10 May 2023
Hypergraphs with Edge-Dependent Vertex Weights: Spectral Clustering based on the 1-Laplacian Yu Zhu Boning Li Santiago Segarra 109 3 0 30 Apr 2023
Architectures of Topological Deep Learning: A Survey of Message-Passing Topological Neural Networks Mathilde Papillon Sophia Sanborn Mustafa Hajij Nina Miolane 3DV AI4CE 137 36 0 20 Apr 2023
Topological Point Cloud Clustering Vincent P. Grande Michael T. Schaub 3DPC 89 7 0 29 Mar 2023
Convolutional Learning on Simplicial Complexes Maosheng Yang Elvin Isufi 86 21 0 26 Jan 2023
Stable and Transferable Hyper-Graph Neural Networks Mikhail Hayhoe Hans Riess V. Preciado Alejandro Ribeiro 118 2 0 11 Nov 2022
Geometric Scattering on Measure Spaces Joyce A. Chew M. Hirn Smita Krishnaswamy Deanna Needell Michael Perlmutter H. Steach Siddharth Viswanath Hau‐Tieng Wu GNN 230 19 0 17 Aug 2022
Equivariant Hypergraph Diffusion Neural Operators Peihao Wang Shenghao Yang Yunyu Liu Zhangyang Wang Pan Li DiffM 110 35 0 14 Jul 2022
Simplicial Attention Networks Christopher Wei Jin Goh Cristian Bodnar Pietro Lio GNN 107 40 0 20 Apr 2022
Simplicial Attention Neural Networks L. Giusti Claudio Battiloro P. Lorenzo S. Sardellitti Sergio Barbarossa 138 33 0 14 Mar 2022
Convolutional Filtering in Simplicial Complexes Elvin Isufi Maosheng Yang 84 14 0 29 Jan 2022
Simplicial Convolutional Filters Maosheng Yang Elvin Isufi Michael T. Schaub G. Leus 102 34 0 27 Jan 2022
Signal Processing on Cell Complexes T. Roddenberry Michael T. Schaub Mustafa Hajij 80 44 0 11 Oct 2021
Simplicial Convolutional Neural Networks Maosheng Yang Elvin Isufi G. Leus GNN 100 58 0 06 Oct 2021
Data-Centric AI Requires Rethinking Data Notion Mustafa Hajij Ghada Zamzmi Karthikeyan N. Ramamurthy Aldo Guzmán-Sáenz 112 16 0 06 Oct 2021
Untrained Graph Neural Networks for Denoising Samuel Rey Santiago Segarra Reinhard Heckel A. Marques 92 30 0 24 Sep 2021
Signal processing on simplicial complexes Michael T. Schaub Jean-Baptiste Seby Florian Frantzen T. Roddenberry Yu Zhu Santiago Segarra 68 18 0 14 Jun 2021
What are higher-order networks? C. Bick Elizabeth Gross Heather A. Harrington Michael T. Schaub 177 289 0 20 Apr 2021
Finite Impulse Response Filters for Simplicial Complexes Maosheng Yang Elvin Isufi Michael T. Schaub G. Leus 77 36 0 23 Mar 2021