Graph Analysis & Deep Learning Laboratory, GRAND (@TrustAGI-Lab)
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TrustAGI-Lab

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  • Stars
    star
    3,220
  • Global Org. Rank 6,616 (Top 3 %)
  • Registered over 3 years ago
  • Most used languages
    Python
         75.0 %
    MATLAB
         16.7 %
    Java
         8.3 %
  • Location ๐Ÿ‡ฆ๐Ÿ‡บ Australia
  • Country Total Rank 169
  • Country Ranking
    MATLAB
         56
    Python
         96
    Java
         1,352

Top repositories

1

Awesome-Graph-Neural-Networks

Paper Lists for Graph Neural Networks
2,196
star
2

graph_datasets

A Repository of Benchmark Graph Datasets for Graph Classification (31 Graph Datasets In Total).
282
star
3

ARGA

This is a TensorFlow implementation of the Adversarially Regularized Graph Autoencoder(ARGA) model as described in our paper: Pan, S., Hu, R., Long, G., Jiang, J., Yao, L., & Zhang, C. (2018). Adversarially Regularized Graph Autoencoder for Graph Embedding, [https://www.ijcai.org/proceedings/2018/0362.pdf].
Python
186
star
4

SUBLIME

[WWW'22] Towards Unsupervised Deep Graph Structure Learning
Python
126
star
5

CoLA

[TNNLS] Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning
Python
75
star
6

TriDNR

Tri-Party Deep Network Representation, IJCAI-16
Python
72
star
7

MTGODE

[TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
Python
66
star
8

UDAGCN

Python implementation of "Unsupervised Domain Adaptive Graph Convolutional Networks", WWW-20.
Python
54
star
9

ANEMONE

[CIKM 2021] A PyTorch implementation of "ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning".
Python
46
star
10

MERIT

[IJCAI 2021] A PyTorch implementation of "Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning".
Python
38
star
11

MGAE

Implementation of the CIKM-17 paper โ€œMGAE: Marginalized Graph Autoencoder for Graph Clusteringโ€
MATLAB
28
star
12

graph-deep-learning

This repository summarises the open source codes of our group
27
star
13

OpenWGL

OpenWGL: Open-World Graph Learning, ICDM-2020
Python
5
star
14

MTG

Joint Structure Feature Exploration and Regularization for Multi-Task Graph Classification
Java
3
star
15

BANE

BANE: Binarized Attributed Network Embedding - ICDM2018
MATLAB
2
star