Graph Deep Learning Lab

All

10 repositories

graphdeeplearning.github.io
Public
Deploy website (https://github.com/graphdeeplearning/website) to GitHub pages
HTML
•0•8•0•0•Updated Nov 6, 2023Nov 6, 2023
benchmarking-gnns
Public
Repository for benchmarking graph neural networks
deep-learning pytorch benchmark-framework graph-neural-networks graph-representation-learning dgl graph-deep-learning
Jupyter Notebook
•
MIT License
•454•2.5k•6•2•Updated Jun 22, 2023Jun 22, 2023
graphtransformer
Public
Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.
transformers transformer attention graph-neural-networks graph-deep-learning aaai graph-transformer transformer-networks
Python
•
MIT License
•138•908•7•0•Updated Jul 27, 2021Jul 27, 2021
website
Public
NTU Graph Deep Learning Lab Website
TeX
•
MIT License
•2•4•0•0•Updated Jun 29, 2020Jun 29, 2020
multigraph_transformer
Public
Official code of the paper "Multi-Graph Transformer for Free-Hand Sketch Recognition"
Python
•
MIT License
•32•7•0•0•Updated Dec 31, 2019Dec 31, 2019
graph-convnet-tsp
Public
Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (arXiv Pre-print)
Python
•
MIT License
•69•2•0•0•Updated Dec 16, 2019Dec 16, 2019
learning-paradigms-for-tsp
Public
Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)
Python
•
MIT License
•4•1•0•0•Updated Nov 9, 2019Nov 9, 2019
GraphTSNE
Public
PyTorch Implementation of GraphTSNE, ICLR’19
Jupyter Notebook
•
MIT License
•23•6•0•0•Updated Apr 27, 2019Apr 27, 2019
spatial_graph_convnets
Public
PyTorch implementation of residual gated graph ConvNets, ICLR’18
Jupyter Notebook
•
MIT License
•34•6•0•0•Updated Oct 24, 2018Oct 24, 2018
TextCategorization
Public
⚡ Using deep learning (MLP, CNN, Graph CNN) to classify text in TensorFlow.
Python
•
MIT License
•15•0•0•0•Updated Mar 24, 2018Mar 24, 2018