GalaxyWeaver: Autonomous Table-to-Graph Conversion and Schema Optimization with Large Language Models

Authors

• 1. Bing Tong (CreateLink; Hong Kong University of Science and Technology)
• 2. Yan Zhou (CreateLink)
• 3. Chen Zhang (CreateLink)
• 4. Jianheng Tang (Hong Kong University of Science and Technology)
• 5. Jia Li (Hong Kong University of Science and Technology)
• 6. Lei Chen (Hong Kong University of Science and Technology)

@article{tong_vldb25,
        title = {{GalaxyWeaver: Autonomous Table-to-Graph Conversion and Schema Optimization with Large Language Models}},
        author = {Tong, Bing and Zhou, Yan and Zhang, Chen and Tang, Jianheng and Li, Jia and Chen, Lei},
        journal = {PVLDB},
        series = {{VLDB} '25},
        volume = {18},
        number = {12},
        pages = {5100--5112},
        doi = {10.14778/3750601.3750630},
        url = {https://doi.org/10.14778/3750601.3750630},
        year = {2025}
}

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