Reference Code for AAAI-20 paper "Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labels"

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Computer Vision M3S
Overview

Reference Code for AAAI-20 paper "Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labels"

Please refer to https://arxiv.org/pdf/1902.11038.pdf to look into the details of our paper.

As for the code, please refer to Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning (AAAI 2018) github: https://github.com/liqimai/gcn/tree/AAAI-18/, since our code is directly adapted from this paper.

We are still sorting out our source code, but before that you can try your ideas based on this code and compare results with us shown in our paper directly.

Contact information can refer to Ke Sun's personal website: https://sites.google.com/view/kesun.

Reference

@inproceedings{sun2020multi,
  title={Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labeled Nodes.},
  author={Sun, Ke and Lin, Zhouchen and Zhu, Zhanxing},
  booktitle={AAAI},
  pages={5892--5899},
  year={2020}
}
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Comments
  • The codebase you pointed to is not about your paper

    The codebase you pointed to is not about your paper

    Thanks again for the great effort.

    It seems that the AAAI2018 codebase you pointed to did not contain anything about DeepCluster and how it worked on clustering node representations. Thus I don't think it counted as "code release".

    Can you please release the code whenever it's convenient for you?

    opened by shi-kejian 0
  • The code release!!!

    The code release!!!

    As u graduate from peking university, further studying now, could u release the code? i believe u have stored it. for u, it`s just a little bit time to take. for the field of this area, and the researches, it helps a lot!!!!

    opened by YcZ76 0
Owner
Ke Sun
My research interests focus on machine learning. My homepage can refer to https://sites.google.com/view/kesun.
Ke Sun
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