ydsun

cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

DynamicTriad

Dynamic Network Embedding by Modeling Triadic Closure Process

gcn

Implementation of Graph Convolutional Networks in TensorFlow

GMAN

GMAN

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

kbc

Tools for state of the art Knowledge Base Completion.

Passport-aware-Normalization

python-patterns

A collection of design patterns/idioms in Python

SACNNs

a unified convolution on both Euclidean and non-Euclidean domains

SEAL

SEAL (learning from Subgraphs, Embeddings, and Attributes for Link prediction). "M. Zhang, Y. Chen, Link Prediction Based on Graph Neural Networks, NIPS 2018 spotlight".

ydsun/cnn_graph

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

ydsun/DynamicTriad

Dynamic Network Embedding by Modeling Triadic Closure Process

ydsun/gcn

Implementation of Graph Convolutional Networks in TensorFlow

ydsun/GMAN

GMAN

ydsun/graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

ydsun/kbc

Tools for state of the art Knowledge Base Completion.

ydsun/Passport-aware-Normalization

ydsun/python-patterns

A collection of design patterns/idioms in Python

ydsun/SACNNs

a unified convolution on both Euclidean and non-Euclidean domains

ydsun/SEAL

SEAL (learning from Subgraphs, Embeddings, and Attributes for Link prediction). "M. Zhang, Y. Chen, Link Prediction Based on Graph Neural Networks, NIPS 2018 spotlight".

ydsun/ST-MetaNet

The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"