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MaximumLikelihood Augmented Discrete Generative Adversarial Networks 
PDF 
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Graphical Generative Adversarial Networks 
PDF 
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GraphRNN: Generating Realistic Graphs with Deep Autoregressive Models, ICML2018 
PDF 
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Inference in probabilistic graphical models by Graph Neural Networks 
PDF 
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Encoding robust representation for graph generation 
Pdf 
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Junction Tree Variational Autoencoder for Molecular Graph Generation 
Pdf 
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Graph Convolutional Policy Network for GoalDirected Molecular Graph Generation NeurIPS18 

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