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Graphy’our Data: Towards End-to-End Modeling, Exploring and Generating Report from Raw Data

Summary: Graphy introduces an end-to-end PDI workflow on a property-graph model with Fact and Dimension to organize literature surveys. Offline Scrapper extracts Dimensions from papers via LLMs; Surveyor guides discovery and synthesis, mitigating RAG and agent-errors. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
7217
Venue
SIGMOD
Year
2025
Pagerank
-
Overall Rank
13,305 | 8.72%
DOI
10.1145/3722212.3725106

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Authors

BibTeX Citation

@inproceedings{lai_sigmod25,
        title = {{Graphy’our Data: Towards End-to-End Modeling, Exploring and Generating Report from Raw Data}},
        author = {Lai, Longbin and Luo, Changwei and Lou, Yunkai and Ju, Mingchen and Yang, Zhengyi},
        series = {{SIGMOD} '25},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3722212.3725106},
        url = {https://dl.acm.org/doi/10.1145/3722212.3725106},
        year = {2025}
}

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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
2,915 GraphScope: A Unified Engine For Big Graph Processing 2021 VLDB 7.9666977e-05
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