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 |
|---|---|---|---|---|
| 8,145 | Capturing Associations in Graphs | 2020 | VLDB | 4.5724134e-05 |
| 9,801 | Threshold Queries in Theory and in the Wild | 2022 | VLDB | 4.2777144e-05 |
| 11,004 | Capturing More Associations by Referencing External Graphs | 2024 | VLDB | 4.1905499e-05 |
| 11,019 | Extending Graph Rules with Oracles | 2024 | VLDB | 4.1905499e-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 | 0.0010863639 |
| 587 | Scalable SPARQL Querying of Large RDF Graphs | 2011 | VLDB | 0.00019623493 |
| 602 | Mining Quantitative Association Rules in Large Relational Tables | 1996 | SIGMOD | 0.00019350521 |
| 1,487 | Parallel Subgraph Listing in a Large-Scale Graph | 2014 | SIGMOD | 0.00011691164 |
| 1,630 | An In-depth Comparison of Subgraph Isomorphism Algorithms in Graph Databases | 2013 | VLDB | 0.00011073047 |
| 1,806 | Incremental Graph Pattern Matching | 2011 | SIGMOD | 0.00010478244 |
| 2,021 | Exploiting Vertex Relationships in Speeding up Subgraph Isomorphism over Large Graphs | 2015 | VLDB | 9.7730473e-05 |
| 4,104 | SocialScope: Enabling Information Discovery on Social Content Sites | 2009 | CIDR | 6.4428325e-05 |
| 5,120 | Association Rules with Graph Patterns | 2015 | VLDB | 5.6754325e-05 |
| 6,784 | Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining | 1998 | VLDB | 4.9216736e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,207 | Querying Big Graphs within Bounded Resources | 2014 | SIGMOD | 6.3519481e-05 |
| 8,405 | Ontology-based Entity Matching in Attributed Graphs | 2019 | VLDB | 4.516252e-05 |
| 1,806 | Incremental Graph Pattern Matching | 2011 | SIGMOD | 0.00010478244 |
| 8,145 | Capturing Associations in Graphs | 2020 | VLDB | 4.5724134e-05 |
| 4,748 | Diversified Top-k Graph Pattern Matching | 2013 | VLDB | 5.9432853e-05 |
| 5,786 | Capturing Topology in Graph Pattern Matching | 2012 | VLDB | 5.3256482e-05 |
| 4,949 | Querying Graph Patterns | 2011 | PODS | 5.8090034e-05 |
| 1,419 | Graph Pattern Matching: From Intractable to Polynomial Time | 2010 | VLDB | 0.00012072488 |
| 5,120 | Association Rules with Graph Patterns | 2015 | VLDB | 5.6754325e-05 |
| 7,566 | Extending Graph Patterns with Conditions | 2020 | SIGMOD | 4.7047078e-05 |