GNN for Graph Generation

Presenter	Papers	Paper URL	Our Slides
Generate	Maximum-Likelihood 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 Auto-regressive 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 Goal-Directed 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 Gumbel-Top-k Trick for Sampling Sequences Without Replacement	URL	Tkach PDF