Representing Paths in Graph Database Pattern Matching
Summary: Introduces path multiset representations (PMRs), exponentially succinct encodings of path multisets that tame huge intermediates in graph pattern matching. Theory covers regular path queries, counting, sampling, and unions; experiments show orders-of-magnitude speedups. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Wim Martens (University of Bayreuth)
- 2. Matthias Niewerth (University of Bayreuth)
- 3. Tina Popp (University of Bayreuth)
- 4. Carlos Rojas (Millennium Institute for Foundational Research on Data)
- 5. Stijn Vansummeren (Hasselt University)
- 6. Domagoj Vrgoč (Millennium Institute for Foundational Research on Data; Pontifical Catholic University of Chile)
BibTeX Citation
@article{martens_vldb23,
title = {{Representing Paths in Graph Database Pattern Matching}},
author = {Martens, Wim and Niewerth, Matthias and Popp, Tina and Rojas, Carlos and Vansummeren, Stijn and Vrgoč, Domagoj},
journal = {PVLDB},
series = {{VLDB} '23},
volume = {16},
number = {7},
pages = {1790--1803},
doi = {10.14778/3587136.3587151},
url = {https://doi.org/10.14778/3587136.3587151},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,235 | Output-Sensitive Evaluation of Regular Path Queries | 2025 | PODS | 5.3016261e-05 |
| 9,866 | Finding Logic Bugs in Graph-processing Systems via Graph-cutting | 2025 | SIGMOD | 5.2043672e-05 |
| 10,361 | DRPQ: Distributed Evaluation of Regular Path Queries On Streaming Graphs | 2026 | SIGMOD | 5.093636e-05 |
| 10,909 | LLMLog: Advanced Log Template Generation via LLM-driven Multi-Round Annotation | 2025 | VLDB | 5.093636e-05 |
| 11,133 | Distinct Shortest Walk Enumeration for RPQs | 2024 | PODS | 5.093636e-05 |
| 11,285 | Complex-Path: Effective and Efficient Node Ranking with Paths in Billion-Scale Heterogeneous Graphs | 2024 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 20 of 20 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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| 1 | 8,975 | Materialized View Selection & View-Based Query Planning for Regular Path Queries | 2024 | SIGMOD |
| 2 | 5,425 | GPC: A Pattern Calculus for Property Graphs | 2023 | PODS |
| 3 | 3,452 | The Complexity of Evaluating Path Expressions in SPARQL | 2012 | PODS |
| 4 | 1,575 | Expressive Languages for Path Queries over Graph-Structured Data | 2010 | PODS |
| 5 | 4,986 | Querying Graph Patterns | 2011 | PODS |
| 6 | 747 | Querying Graph Databases | 2013 | PODS |
| 7 | 2,209 | Regular Path Query Evaluation on Streaming Graphs | 2020 | SIGMOD |
| 8 | 1,658 | Finding Regular Simple Paths in Graph Databases | 1989 | VLDB |
| 9 | 294 | Graphs-at-a-time: Query Language and Access Methods for Graph Databases | 2008 | SIGMOD |
| 10 | 11,225 | Efficient Regular Simple Path Queries under Transitive Restricted Expressions | 2024 | VLDB |