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WWW2020-One2Multi Graph Autoencoder for Multi-view Graph Clustering

Python 99.41% MATLAB 0.59%

graph-clustering multiview graphneuralnetwork

www2020-o2mac's Introduction

WWW2020-O2MAC

WWW2020-One2Multi Graph Autoencoder for Multi-view Graph Clustering

The source code is based on ARGA

paper: http://www.shichuan.org/doc/83.pdf

Contact

Shaohua Fan, Email:[email protected]

Preprocessed-Data

Preprocessed DBLP can be found in: https://pan.baidu.com/s/1Qr2e97MofXsBhUvQqgJqDg password：6b3h

Preprocessed IMDB can be found in: https://pan.baidu.com/s/199LoAr5WmL3wgx66j-qwaw password:qkec

Google dirve: https://drive.google.com/file/d/1uF64x8IgiqQMUeepRDOmY6KSkWKtfGjz/view?usp=sharing

Requirements

pip -r requirements.txt

Running the model

python O2MAC.py

Note

Set input_view (Informative view) in settings.py as 0 for ACM and 1 for DBLP.

Reference

@inproceedings{

author = {Shaohua Fan, Xiao Wang, Chuan Shi, Emiao Lu, Ken Lin, Bai Wang},

title = {One2Multi Graph Autoencoder for Multi-view Graph Clustering},

booktitle = {Proceedings of The Web Conference 2020 (WWW ’20)},

year = {2020},

publisher = {ACM},

address = {Taipei,Taiwan},

}

www2020-o2mac's People

Contributors

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neolyo songfgh chenbofeng123 wangsiwei2010 songzuolong smith6036 gaoziqiang bupt-gamma baobunuo liyuqi03

www2020-o2mac's Issues

How to obtain the data set in experimental format

Hello, I am also doing research on graph network now. Your article is very enlightening. I would like to ask, when I was looking for data sets, I found that data sets like CITEand DBLP are all in text or json format, and I could not find dataset with adjacency matrix and attribute data. I want to know whether your experimental data is processed by yourself and then experimented with these original data sets, or where you can find the data in graph format?

将数据集改成DBLP后，ACC只有54

How can I prepare data

how can I get the rownetworks

IMDB dataset labels have a little mistake

Hi, thanks for your work, It helps me a lot.
In imdb dataset, I find the matrix corresponding to some labels is [0,0,0], this makes it not in any class. I guess the script for data processing hava bug. Can you upload the script, or re upload the correct data？

Preprocessed Data

I'm having hard time downloading the Preprocessed-Data through Baidu. Can you upload to google drive or something.

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