Adding Counting Quantifiers to Graph Patterns
Summary: Proposes quantified graph patterns (QGPs) with counting edge quantifiers, enabling universal/existential quantification and numeric aggregates. Quantified matching is NP-complete without negation and DP-complete for general QGPs; it weaves quantifier checks into subgraph isomorphism and delivers parallel scalable algorithms for quantified graph association rules. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Wenfei Fan
- 2. Yinghui Wu
- 3. Jingbo Xu
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,211 | Capturing Associations in Graphs | 2020 | VLDB | 4.5581054e-05 |
| 9,798 | Threshold Queries in Theory and in the Wild | 2022 | VLDB | 4.2818172e-05 |
| 11,001 | Capturing More Associations by Referencing External Graphs | 2024 | VLDB | 4.1945683e-05 |
| 11,016 | Extending Graph Rules with Oracles | 2024 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 13 | Mining Association Rules between Sets of Items in Large Databases | 1993 | SIGMOD | 0.0010864752 |
| 582 | Scalable SPARQL Querying of Large RDF Graphs | 2011 | VLDB | 0.00019723083 |
| 599 | Mining Quantitative Association Rules in Large Relational Tables | 1996 | SIGMOD | 0.00019394214 |
| 1,500 | Parallel Subgraph Listing in a Large-Scale Graph | 2014 | SIGMOD | 0.00011674394 |
| 1,635 | An In-depth Comparison of Subgraph Isomorphism Algorithms in Graph Databases | 2013 | VLDB | 0.0001105793 |
| 1,720 | Incremental Graph Pattern Matching | 2011 | SIGMOD | 0.00010779343 |
| 2,007 | Exploiting Vertex Relationships in Speeding up Subgraph Isomorphism over Large Graphs | 2015 | VLDB | 9.8081235e-05 |
| 4,105 | SocialScope: Enabling Information Discovery on Social Content Sites | 2009 | CIDR | 6.4478049e-05 |
| 4,205 | Association Rules with Graph Patterns | 2015 | VLDB | 6.3597474e-05 |
| 6,805 | Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining | 1998 | VLDB | 4.9222308e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,565 | Simulation-based Approximate Graph Pattern Matching | 2020 | SIGMOD | 4.1945683e-05 |
| 8,409 | Ontology-based Entity Matching in Attributed Graphs | 2019 | VLDB | 4.5205877e-05 |
| 1,720 | Incremental Graph Pattern Matching | 2011 | SIGMOD | 0.00010779343 |
| 8,211 | Capturing Associations in Graphs | 2020 | VLDB | 4.5581054e-05 |
| 4,807 | Diversified Top-k Graph Pattern Matching | 2013 | VLDB | 5.9092289e-05 |
| 5,776 | Capturing Topology in Graph Pattern Matching | 2012 | VLDB | 5.3309758e-05 |
| 4,946 | Querying Graph Patterns | 2011 | PODS | 5.8149362e-05 |
| 1,414 | Graph Pattern Matching: From Intractable to Polynomial Time | 2010 | VLDB | 0.00012118275 |
| 4,205 | Association Rules with Graph Patterns | 2015 | VLDB | 6.3597474e-05 |
| 7,641 | Extending Graph Patterns with Conditions | 2020 | SIGMOD | 4.6902655e-05 |