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)
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Authors
- 1. Longbin Lai (Alibaba)
- 2. Changwei Luo (Alibaba)
- 3. Yunkai Lou (Alibaba)
- 4. Mingchen Ju (University of New South Wales)
- 5. Zhengyi Yang (University of New South Wales)
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 |
|---|---|---|---|---|
| 2,774 | GraphScope: A Unified Engine For Big Graph Processing | 2021 | VLDB | 8.0327008e-05 |
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