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Graph Deep Learning Lab

We investigate fundamental techniques in Graph Deep Learning, a new framework that combines graph theory and deep neural networks.

214 followers
Singapore
https://graphdeeplearning.github.io

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benchmarking-gnnsbenchmarking-gnnsPublic
Repository for benchmarking graph neural networks (JMLR 2023)
Jupyter Notebook 2.7k 459

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Showing 10 of 10 repositories

graphdeeplearning.github.io Public
Deploy website (https://github.com/graphdeeplearning/website) to GitHub pages
graphdeeplearning/graphdeeplearning.github.io's past year of commit activity
HTML 8 0 0 0 Updated Nov 6, 2023
benchmarking-gnns Public
Repository for benchmarking graph neural networks (JMLR 2023)
graphdeeplearning/benchmarking-gnns's past year of commit activity
Jupyter Notebook 2,671MIT 459 6 3 Updated Jun 22, 2023
graphtransformer Public
Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.
graphdeeplearning/graphtransformer's past year of commit activity
Python 1,029MIT 150 7 1 Updated Jul 27, 2021
website Public
NTU Graph Deep Learning Lab Website
graphdeeplearning/website's past year of commit activity
TeX 4MIT 2 0 0 Updated Jun 29, 2020
multigraph_transformer Public Forked from PengBoXiangShang/multigraph_transformer
Official code of the paper "Multi-Graph Transformer for Free-Hand Sketch Recognition"
graphdeeplearning/multigraph_transformer's past year of commit activity
Python 7MIT 33 0 0 Updated Dec 31, 2019
graph-convnet-tsp Public Forked from chaitjo/graph-convnet-tsp
Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (arXiv Pre-print)
graphdeeplearning/graph-convnet-tsp's past year of commit activity
Python 2MIT 67 0 0 Updated Dec 16, 2019
learning-paradigms-for-tsp Public Forked from chaitjo/learning-paradigms-for-tsp
Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)
graphdeeplearning/learning-paradigms-for-tsp's past year of commit activity
Python 1MIT 4 0 0 Updated Nov 9, 2019
GraphTSNE Public Forked from leowyy/GraphTSNE
PyTorch Implementation of GraphTSNE, ICLR’19
graphdeeplearning/GraphTSNE's past year of commit activity
Jupyter Notebook 6MIT 22 0 0 Updated Apr 27, 2019
spatial_graph_convnets Public Forked from xbresson/spatial_graph_convnets
PyTorch implementation of residual gated graph ConvNets, ICLR’18
graphdeeplearning/spatial_graph_convnets's past year of commit activity
Jupyter Notebook 6MIT 35 0 0 Updated Oct 24, 2018
TextCategorization Public Forked from SuyashLakhotia/TextCategorization
⚡ Using deep learning (MLP, CNN, Graph CNN) to classify text in TensorFlow.
graphdeeplearning/TextCategorization's past year of commit activity
Python 0MIT 14 0 0 Updated Mar 24, 2018

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