Hierarchical Representation Learning in Graph Neural Networks with Node
Decimation Pooling

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Hierarchical Representation Learning in Graph Neural Networks with Node Decimation Pooling

24 October 2019

Daniele Grattarola

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Papers citing "Hierarchical Representation Learning in Graph Neural Networks with Node Decimation Pooling"

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Title
Smotrom tvoja pa ander drogoj verden! Resurrecting Dead Pidgin with Generative Models: Russenorsk Case Study Alexey Tikhonov Sergei Shteiner A. Bykova Ivan P. Yamshchikov 25 0 0 31 May 2025
Large Engagement Networks for Classifying Coordinated Campaigns and Organic Twitter Trends Atul Anand Gopalakrishnan Jakir Hossain Tugrulcan Elmas Ahmet Erdem Sariyuce GNN 101 1 0 01 Mar 2025
Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation Network Wenxuan Tu Bin Xiao Xinwang Liu Sihang Zhou Zhiping Cai Jieren Cheng 91 5 0 15 Feb 2023
Superpixel Perception Graph Neural Network for Intelligent Defect Detection Hongbing Shang Qixiu Yang Chuang Sun Xuefeng Chen Ruqiang Yan 57 7 0 14 Oct 2022
Maximal Independent Vertex Set applied to Graph Pooling Stevan Stanovic Benoit Gaüzère Luc Brun 22 3 0 02 Aug 2022
Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks Chuang Liu Xueqi Ma Yinbing Zhan Liang Ding Dapeng Tao Di Lin Wenbin Hu Danilo Mandic 95 32 0 18 Jul 2022
Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities Chuang Liu Yibing Zhan Hongzhi Zhang Chang Li Bo Du Wenbin Hu Tongliang Liu Dacheng Tao GNN AI4CE 112 82 0 15 Apr 2022
Graph Neural Networks in Particle Physics: Implementations, Innovations, and Challenges S. Thais P. Calafiura G. Chachamis G. Dezoort Javier Mauricio Duarte S. Ganguly Michael Kagan D. Murnane Mark S. Neubauer K. Terao PINN AI4CE 121 31 0 23 Mar 2022
Understanding Pooling in Graph Neural Networks Daniele Grattarola Daniele Zambon F. Bianchi Cesare Alippi GNN FAtt AI4CE 459 95 0 11 Oct 2021
RFC-HyPGCN: A Runtime Sparse Feature Compress Accelerator for Skeleton-Based GCNs Action Recognition Model with Hybrid Pruning Dong Wen Jingfei Jiang Jinwei Xu Kang Wang Tao Xiao Yang Zhao Y. Dou GNN 51 7 0 02 Aug 2021
Learning Hierarchical Graph Neural Networks for Image Clustering Yifan Xing Tong He Tianjun Xiao Yongxin Wang Yuanjun Xiong Weihao Xia David Wipf Paul Zheng Zhang Stefano Soatto 69 35 0 03 Jul 2021
Hierarchical and Unsupervised Graph Representation Learning with Loukas's Coarsening Louis Bethune Yacouba Kaloga Pierre Borgnat Aurélien Garivier Amaury Habrard 31 3 0 07 Jul 2020
Fast Graph Attention Networks Using Effective Resistance Based Graph Sparsification R. S. Srinivasa Cao Xiao Lucas Glass Justin Romberg Jimeng Sun GNN 66 28 0 15 Jun 2020