Pooling Strategies for Simplicial Convolutional Networks

11 October 2022

Papers citing "Pooling Strategies for Simplicial Convolutional Networks"

8 / 8 papers shown

Title
Graph Neural Networks in Histopathology: Emerging Trends and Future Directions Siemen Brussee Giorgio Buzzanca Anne M.R. Schrader Jesper Kers 61 8 0 18 Jun 2024
Advancing Graph Neural Networks with HL-HGAT: A Hodge-Laplacian and Attention Mechanism Approach for Heterogeneous Graph-Structured Data Jinghan Huang Qiufeng Chen Yijun Bian Pengli Zhu Nanguang Chen Moo K. Chung Anqi Qiu 40 0 0 11 Mar 2024
SC-MAD: Mixtures of Higher-order Networks for Data Augmentation Madeline Navarro Santiago Segarra 19 1 0 14 Sep 2023
NervePool: A Simplicial Pooling Layer Sarah McGuire E. Munch M. Hirn 33 1 0 10 May 2023
Cell Attention Networks Lorenzo Giusti Claudio Battiloro Lucia Testa P. Lorenzo S. Sardellitti Sergio Barbarossa 3DPC GNN 183 32 0 16 Sep 2022
Simplicial Convolutional Neural Networks Maosheng Yang Elvin Isufi G. Leus GNN 65 57 0 06 Oct 2021
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 279 1,944 0 09 Jun 2018
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 261 3,240 0 24 Nov 2016