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Awesome-Deep-Graph-Clustering yueliu1999

146

845

mit

21

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

gcn surveys clustering data-mining deep-learning deep-clustering graph-embedding graphclustering machine-learning network-embedding graph-neural-networks data-mining-algorithms representation-learning self-supervised-learning graph-convolutional-networks

Created 2021-11-24

410 commits to main branch, last one 27 days ago

SDCN bdy9527

73

262

apache-2.0

3

Structural Deep Clustering Network

knn-graphs autoencoder deep-clustering self-supervised-learning graph-convolutional-networks

Created 2020-02-12

29 commits to master branch, last one 3 years ago

HSAN yueliu1999

37

256

unknown

14

[AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.

clustering data-mining deep-learning deep-clustering graphclustering graph-clustering machine-learning network-embedding contrastive-learning graph-neural-networks unsupervised-learning representation-learning self-supervised-learning

Created 2022-11-29

15 commits to main branch, last one about a year ago

DCRN yueliu1999

31

219

mit

8

[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.

gcn pytorch data-mining deep-learning deep-clustering network-embedding graph-neural-networks unsupervised-learning representation-learning self-supervised-learning graph-convolutional-network graph-convolutional-networks

Created 2021-12-09

38 commits to main branch, last one about a year ago

OKD-Reading-List thuiar

24

119

bsd-3-clause

6

Papers for Open Knowledge Discovery

computer-vision deep-clustering intent-discovery machine-learning open-set-recognition out-of-domain-detection open-world-classification natural-language-processing out-of-distribution-detection natural-language-understanding

Created 2020-09-23

126 commits to master branch, last one 11 months ago

A-Unified-Framework-for-Deep-Attribute-Graph-Clustering Marigoldwu

12

101

mit

1

This project is a scalable unified framework for deep graph clustering.

data-mining deep-learning deep-clustering graph-clustering machine-learning deep-graph-clustering graph-attention-networks self-supervised-learning deep-graph-clustering-framework graph-convolutional-neural-networks

Created 2023-04-28

75 commits to main branch, last one 3 months ago

DFCN WxTu

7

76

apache-2.0

1

AAAI 2021-Deep Fusion Clustering Network

deep-clustering graph-neural-network self-supervised-learning

Created 2020-12-04

92 commits to master branch, last one 8 months ago

Unsupervised-Image-Classification HIK-LAB

6

48

mit

1

A very simple self-supervised image classification framework!

deep-clustering clustering-algorithm image-classification unsupervised-learning representation-learning self-supervised-learning

Created 2021-05-10

2 commits to main branch, last one 3 years ago

mfcvae FabianFalck

8

40

mit

5

Official PyTorch implementation of 🏁 MFCVAE 🏁: "Multi-Facet Clustering Variatonal Autoencoders (MFCVAE)" (NeurIPS 2021). A class of variational autoencoders to find multiple disentangled clusterings...

vade clustering deep-clustering deep-generative-models multi-facet-clustering variational-autoencoder variational-deep-embedding

Created 2021-05-31

9 commits to main branch, last one about a year ago