Capturing Topology in Graph Pattern Matching
Summary: Proposes strong simulation, a topology-preserving graph pattern matching notion that bounds matches and fixes topology gaps of prior simulation variants. Cubic-time algorithm; locality for distributed graphs; validated on real and synthetic data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Shuai Ma
- 2. Yang Cao
- 3. Wenfei Fan
- 4. Jinpeng Huai
- 5. Tianyu Wo
Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,551 | NeMa: Fast Graph Search with Label Similarity | 2013 | VLDB | 8.5572574e-05 |
| 4,211 | Querying Big Graphs within Bounded Resources | 2014 | SIGMOD | 6.3563454e-05 |
| 5,031 | Event Pattern Matching over Graph Streams | 2015 | VLDB | 5.7499783e-05 |
| 5,854 | Diversified Top-k Subgraph Querying in a Large Graph | 2016 | SIGMOD | 5.3006473e-05 |
| 6,146 | Distributed Graph Simulation: Impossibility and Possibility | 2014 | VLDB | 5.1857597e-05 |
| 8,210 | Mining Top-k Pairs of Correlated Subgraphs in a Large Network | 2020 | VLDB | 4.5581054e-05 |
| 11,565 | Simulation-based Approximate Graph Pattern Matching | 2020 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4 | Pregel: A System for Large-Scale Graph Processing | 2010 | SIGMOD | 0.0019005923 |
| 61 | DataGuides: Enabling Query Formulation and Optimization in Semistructured Databases | 1997 | VLDB | 0.00064329285 |
| 919 | Distance-Join: Pattern Match Query In a Large Graph Database | 2009 | VLDB | 0.00015343179 |
| 1,414 | Graph Pattern Matching: From Intractable to Polynomial Time | 2010 | VLDB | 0.00012118275 |
| 5,317 | Distributed Query Evaluation with Performance Guarantees | 2007 | SIGMOD | 5.5719038e-05 |
| 5,948 | Minimization of Tree Pattern Queries with Constraints | 2008 | SIGMOD | 5.2602218e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,308 | Efficient Partition-based Approaches for Diversified Top-k Subgraph Matching | 2026 | VLDB | 4.1945683e-05 |
| 651 | Efficient Subgraph Matching on Billion Node Graphs | 2012 | VLDB | 0.00018648572 |
| 5,031 | Event Pattern Matching over Graph Streams | 2015 | VLDB | 5.7499783e-05 |
| 2,409 | TreeSpan: Efficiently Computing Similarity All-Matching | 2012 | SIGMOD | 8.8776858e-05 |
| 4,807 | Diversified Top-k Graph Pattern Matching | 2013 | VLDB | 5.9092289e-05 |
| 11,559 | Approximate Pattern Matching in Massive Graphs with Precision and Recall Guarantees | 2020 | SIGMOD | 4.1945683e-05 |
| 2,938 | Graph Homomorphism Revisited for Graph Matching | 2010 | VLDB | 7.8524059e-05 |
| 1,720 | Incremental Graph Pattern Matching | 2011 | SIGMOD | 0.00010779343 |
| 11,565 | Simulation-based Approximate Graph Pattern Matching | 2020 | SIGMOD | 4.1945683e-05 |
| 1,414 | Graph Pattern Matching: From Intractable to Polynomial Time | 2010 | VLDB | 0.00012118275 |