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

Ke Sun

Last update: Feb 14, 2022

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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

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!!!

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.

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

Related tags

Overview

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

Reference

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Comments

The codebase you pointed to is not about your paper

The code release!!!

Owner

Ke Sun

Source code of our TPAMI'21 paper Dual Encoding for Video Retrieval by Text and CVPR'19 paper Dual Encoding for Zero-Example Video Retrieval.

Code for the paper "DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks" (ICCV '19)

Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition

Code related to "Have Your Text and Use It Too! End-to-End Neural Data-to-Text Generation with Semantic Fidelity" paper

Code for CVPR2021 paper "Learning Salient Boundary Feature for Anchor-free Temporal Action Localization"

This is the code for our paper DAAIN: Detection of Anomalous and AdversarialInput using Normalizing Flows

Code for the ACL2021 paper "Combining Static Word Embedding and Contextual Representations for Bilingual Lexicon Induction"

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SceneCollisionNet This repo contains the code for "Object Rearrangement Using Learned Implicit Collision Functions", an ICRA 2021 paper. For more info

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