GNN for Graph Generation
less than 1 minute read
Presenter 
Papers 
Paper URL 
Our Slides 
Generate 
MaximumLikelihood Augmented Discrete Generative Adversarial Networks 
PDF 
Tkach PDF + GaoJi Pdf 
Generate 
Graphical Generative Adversarial Networks 
PDF 
Arshdeep PDF 
Generate 
GraphRNN: Generating Realistic Graphs with Deep Autoregressive Models, ICML2018 
PDF 
Arshdeep PDF 
Generate 
Inference in probabilistic graphical models by Graph Neural Networks 
PDF 
Arshdeep PDF 
Generate 
Encoding robust representation for graph generation 
Pdf 
Arshdeep PDF 
Generate 
Junction Tree Variational Autoencoder for Molecular Graph Generation 
Pdf 
Tkach PDF + Arshdeep Pdf 
Generate 
Graph Convolutional Policy Network for GoalDirected Molecular Graph Generation NeurIPS18 

Tkach PDF 
Generate 
Towards Variational Generation of Small Graphs 
Pdf 
Tkach PDF + Arshdeep Pdf 
Generate 
Convolutional Imputation of Matrix Networks 
Pdf 
Tkach PDF 
Generate 
Graph Convolutional Matrix Completion 
Pdf 
Tkach PDF 
Generate 
NetGAN: Generating Graphs via Random Walks ICML18 
[ULR] 
Tkach PDF 
Beam 
Stochastic Beams and Where to Find Them: The GumbelTopk Trick for Sampling Sequences Without Replacement 
URL 
Tkach PDF 