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    Chapter and Conference Paper

    Text-Conditioned Graph Generation Using Discrete Graph Variational Autoencoders

    Inspired by recent progress in text-conditioned image generation, we propose a model for the problem of text-conditioned graph generation. We introduce the Vector Quantized Text to Graph generator (VQ-T2G), a ...

    Michael Longland, David Liebowitz, Kristen Moore… in Data Science and Machine Learning (2024)

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    Chapter and Conference Paper

    SchemaDB: A Dataset for Structures in Relational Data

    In this paper we introduce the SchemaDB dataset; a collection of relational database schemas in both sql and graph formats. Databases are not commonly shared publicly for reasons of privacy and security, and so t...

    Cody Christopher, Kristen Moore, David Liebowitz in Data Mining (2022)