Graph Contrastive Clustering (ICCV2021). Contribute to mynameischaos/GCC development by creating an account on GitHub.
This repository contains a PyTorch implementation of "SCGC : Self-Supervised Contrastive Graph Clustering".(https://arxiv.org/abs/2204.12656) The repo, inlcuding data sets and pretrained models are, has been forked initially fromSDCN. We use also use the model code fromAGCNand portions of contr...
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Multi-view Contrastive Graph ClusteringNeurIPS 2021paper Directed Graph Contrastive LearningNeurIPS 2021paper Contrastive Graph Poisson Networks: Semi-Supervised Learning with Extremely Limited LabelsNeurIPS 2021paper Adversarial Graph Augmentation to Improve Graph Contrastive LearningNeurIPS 2021paper ...
2024 Revisiting Modularity Maximization for Graph Clustering: A Contrastive Learning Perspective SIGKDD link link 2024 GLAC-GCN: Global and Local Topology-Aware Contrastive Graph Clustering Network (GLAC-GCN) TAI link link 2024 Contrastive Multiview Attribute Graph Clustering With Adaptive Encoders TNNLS...
2024Contrastive Deep Nonnegative Matrix Factorization for Community Detection (CDNMF)ICASSPlinklink 2023EGRC-Net: Embedding-Induced Graph Refinement Clustering Network (EGRC-Net)TIPLinkLink 2023Beyond The Evidence Lower Bound: Dual Variational Graph Auto-Encoders For Node Clustering (BELBO-VGAE)SDMLinkLi...
Hard Negative Mixing for Contrastive Learning. NIPS 2020 How to Find Your Friendly Neighborhood: Graph Attention Deisgn With Self-Supervision. Are Graph Convolutional Networks Fully Exploring The Graph Structure? Local Clustering Graph Neural Networks. ...
论文阅读05——《A Deep Graph Structured Clustering Network》 数据结构 论文的作者认为Bo等人(也就是SDCN那篇文章)没有充分考虑复杂的图结构信息,但是Bo等人在文章中说了GCN学习了图结构信息,并且证明SDCN学习的数据表示具有不同阶结构信息的表示总和。
PyTorch implementation for Graph Contrastive Learning with Augmentations [poster] [appendix] Yuning You*, Tianlong Chen*, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen In NeurIPS 2020. External links For the automated version of GraphCL, please refer to https://github.com/Shen-Lab/Graph...
Graph Debiased Contrastive Learning with Joint Representation Clustering 23 stars 2 forks Branches Tags Activity Star Notifications hzhao98/GDCL main 1 Branch0 Tags Code Folders and files Latest commit hzhao98 Update train.pyMay 10, 2023 57de1af· May 10, 2023 History15 Commits README...