Extending Graph Rules with Oracles
Summary: GROs: graph rules that call oracles (external KBs, aggregates, ML predicates) and use pivoted dual‑simulation semantics. Chase-based, Church‑Rosser; deduction and incremental inference in PTIME with sequential/parallel algorithms and scalable experiments—contrasts prior intractability. (summarized by gpt-5-mini on Feb 09 2026)
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Authors
- 1. Xueli Liu (Tianjin University)
- 2. Bowen Dong (Tianjin University)
- 3. Wenzhi Fu (University of Edinburgh)
- 4. Nannan Wu (Tianjin University)
- 5. Xin Wang (Tianjin University)
- 6. Wenjun Wang (Tianjin University)
BibTeX Citation
@article{liu_vldb24,
title = {{Extending Graph Rules with Oracles}},
author = {Liu, Xueli and Dong, Bowen and Fu, Wenzhi and Wu, Nannan and Wang, Xin and Wang, Wenjun},
journal = {PVLDB},
series = {{VLDB} '24},
volume = {17},
number = {7},
pages = {1775--1787},
doi = {10.14778/3654621.3654641},
url = {https://doi.org/10.14778/3654621.3654641},
year = {2024}
}
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