Jackie-Chia's repositories
char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
datasets
A repository of pretty cool datasets that I collected for network science and machine learning research.
DeepRobust
A pytorch adversarial library for attack and defense methods on images and graphs
gae-pytorch
Graph Auto-Encoder in PyTorch
GCN_ADV_Train
Adversarial training for Graph Neural Networks
gnn-meta-attack
Implementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".
graph-adversarial-learning-literature
A curated list of adversarial attacks and defenses papers on graph-structured data.
Graph-Structure-Estimation-Neural-Networks
Source code for WWW 2021 paper "Graph Structure Estimation Neural Networks"
GraphEmbedding
Implementation and experiments of graph embedding algorithms.
GraphRicciCurvature
A NetworkX addon to compute the graph Ricci curvature and Ricci flow.
link-prediction-facebook100
Link prediction on Facebook100 dataset.
nettack
Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".
Privacy-Preserving-Social-Network-Embedding
Implementation of Adversarial Privacy Graph Embedding in TensorFlow
vgae_pytorch
This repository implements variational graph auto encoder by Thomas Kipf.