Representing Edge Flows on Graphs via Sparse Cell Complexes

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Representing Edge Flows on Graphs via Sparse Cell Complexes

4 September 2023

Michael T. Schaub

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Papers citing "Representing Edge Flows on Graphs via Sparse Cell Complexes"

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Title
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 71 17 0 25 May 2023
Cell Attention Networks Lorenzo Giusti Claudio Battiloro Lucia Testa P. Lorenzo S. Sardellitti Sergio Barbarossa 3DPC GNN 382 35 0 16 Sep 2022
Signal Processing on Cell Complexes T. Roddenberry Michael T. Schaub Mustafa Hajij 51 43 0 11 Oct 2021
Cell Complex Neural Networks Mustafa Hajij Kyle Istvan Ghada Zamzmi 92 61 0 02 Oct 2020
Graph signal processing for machine learning: A review and new perspectives Xiaowen Dong D. Thanou Laura Toni M. Bronstein P. Frossard 75 166 0 31 Jul 2020
The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains D. Shuman S. K. Narang P. Frossard Antonio Ortega P. Vandergheynst 133 3,979 0 31 Oct 2012
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 274 12,456 0 24 Jun 2012