Self-organization Preserved Graph Structure Learning with Principle of
Relevant Information

Self-organization Preserved Graph Structure Learning with Principle of Relevant Information

30 December 2022

Hao Peng

Philip S. Yu

Papers citing "Self-organization Preserved Graph Structure Learning with Principle of Relevant Information"

9 / 9 papers shown

Title
GaGSL: Global-augmented Graph Structure Learning via Graph Information Bottleneck Shuangjie Li Jiangqing Song Baoming Zhang Gaoli Ruan Junyuan Xie Chongjun Wang 28 0 0 07 Nov 2024
Boolean Product Graph Neural Networks Ziyan Wang Bin Liu Ling Xiang 48 0 0 21 Sep 2024
Probability Passing for Graph Neural Networks: Graph Structure and Representations Joint Learning Ziteng Wang YaXuan He Bin Liu GNN 32 0 0 15 Jul 2024
DSLR: Diversity Enhancement and Structure Learning for Rehearsal-based Graph Continual Learning Seungyoon Choi Wonjoong Kim Sungwon Kim Yeonjun In Sein Kim Chanyoung Park CLL 30 4 0 21 Feb 2024
DeepRicci: Self-supervised Graph Structure-Feature Co-Refinement for Alleviating Over-squashing Li Sun Zhenhao Huang Hua Wu Junda Ye Hao Peng Zhengtao Yu Philip S. Yu 31 11 0 23 Jan 2024
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 21 14 0 25 May 2023
Hyperbolic Geometric Graph Representation Learning for Hierarchy-imbalance Node Classification Xingcheng Fu Yuecen Wei Qingyun Sun Haonan Yuan Jia Wu Hao Peng Jianxin Li AI4CE 24 24 0 11 Apr 2023
Geom-GCN: Geometric Graph Convolutional Networks Hongbin Pei Bingzhen Wei Kevin Chen-Chuan Chang Yu Lei Bo Yang GNN 169 1,078 0 13 Feb 2020
Multi-scale Attributed Node Embedding Benedek Rozemberczki Carl Allen Rik Sarkar GNN 148 837 0 28 Sep 2019