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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)

Paper ID
13604
Venue
VLDB
Year
2024
Pagerank
5.093636e-05
Overall Rank
11,227 | 22.98%
DOI
10.14778/3654621.3654641

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Authors

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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Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

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

Rank Cited Paper Year Venue Pagerank
956 Parallelizing Sequential Graph Computations 2017 SIGMOD 0.0001297452
1,006 Efficient Subgraph Matching: Harmonizing Dynamic Programming, Adaptive Matching Order, and Failing Set Together 2019 SIGMOD 0.00012699518
1,128 Graph Pattern Matching: From Intractable to Polynomial Time 2010 VLDB 0.0001206219
1,296 Incremental Graph Pattern Matching 2011 SIGMOD 0.00011269684
2,324 Dependencies for Graphs 2017 PODS 8.7506505e-05
2,973 Functional Dependencies for Graphs 2016 SIGMOD 7.9083516e-05
4,160 The Interaction between Functional Dependencies and Template Dependencies 1980 SIGMOD 6.8622758e-05
4,443 Incrementalizing Graph Algorithms 2021 SIGMOD 6.7004839e-05
4,832 Association Rules with Graph Patterns 2015 VLDB 6.4877e-05
5,878 Distributed Graph Simulation: Impossibility and Possibility 2014 VLDB 6.0539311e-05
7,099 Discovering Graph Functional Dependencies 2018 SIGMOD 5.7043774e-05
7,365 Extending Graph Patterns with Conditions 2020 SIGMOD 5.6329929e-05
8,113 Capturing Associations in Graphs 2020 VLDB 5.484341e-05
8,225 Deducing Certain Fixes to Graphs 2019 VLDB 5.4624971e-05
8,809 Adding Counting Quantifiers to Graph Patterns 2016 SIGMOD 5.3655939e-05
11,910 Catching Numeric Inconsistencies in Graphs 2018 SIGMOD 5.093636e-05
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