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GraphGen-Redux: a Fast and Lightweight Recurrent Model for labeled Graph Generation [article]

Marco Podda, Davide Bacciu
2021 arXiv   pre-print
The corresponding model, which we term GraphGen-Redux, improves upon the generative performances of GraphGen in a wide range of datasets of chemical and social graphs.  ...  Each element of a DFS code is associated with a graph edge: specifically, it is a quintuple comprising one node identifier for each of the two endpoints, their node labels, and the edge label.  ...  Currently, one of the most effective models for labeled graph generation is GRAPHGEN [8] , a scalable model for domainagnostic generation of both unlabeled and labeled graphs.  ... 
arXiv:2107.08396v1 fatcat:sckst5hturhqzl677ntqlxdoeq