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Taming Verification Hardness: An Efficient Algorithm for Testing Subgraph Isomorphism

Summary: QuickSI: an efficient subgraph isomorphism tester that lowers verification cost in graph search. A feature-based index accelerates filtering for scalable retrieval from large graph collections; experiments show gains over prior methods. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9681
Venue
VLDB
Year
2008
Pagerank
0.0001920234
Overall Rank
612 | 95.75%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 20 of 70 citing papers.

Rank Citing Paper Year Venue Pagerank
7,934 Fast Local Subgraph Counting 2024 VLDB 4.613363e-05
8,726 GBLENDER: Towards Blending Visual Query Formulation and Query Processing in Graph Databases 2010 SIGMOD 4.4593116e-05
9,580 ChiSeL: Graph Similarity Search using Chi-Squared Statistics in Large Probabilistic Graphs 2020 VLDB 4.3234342e-05
9,730 TC-Match: Fast Time-constrained Continuous Subgraph Matching 2024 VLDB 4.2942813e-05
9,764 View-based Explanations for Graph Neural Networks 2024 SIGMOD 4.2856106e-05
9,788 A Modular Graph-Native Query Optimization Framework 2025 SIGMOD 4.2818172e-05
9,845 Path-centric Cardinality Estimation for Subgraph Matching 2025 VLDB 4.2721228e-05
9,935 Fast Maximum Common Subgraph Search: A Redundancy-Reduced Backtracking Approach 2025 SIGMOD 4.2482599e-05
10,062 Continuous Subgraph Matching via Cost-Model-based Dynamic Vertex Dominance Embeddings 2026 SIGMOD 4.1945683e-05
10,096 NeuSO: Neural Optimizer for Subgraph Queries 2026 SIGMOD 4.1945683e-05
10,131 A Comprehensive Survey of Subgraph Matching: [Experiments & Analysis] 2026 SIGMOD 4.1945683e-05
10,199 R2O: A Dual-Layer Framework for Joint Rewriting and Ordering in Distributed Property Graph Query Optimization 2026 SIGMOD 4.1945683e-05
10,264 CEMR: An Effective Subgraph Matching Algorithm with Redundant Extension Elimination 2026 VLDB 4.1945683e-05
10,632 Efficient and Accurate Subgraph Counting: A Bottom-up Flow-learning Based Approach 2025 VLDB 4.1945683e-05
10,733 Subgraph Matching: A New Decomposition Based Approach 2025 VLDB 4.1945683e-05
10,948 gSWORD: GPU-accelerated Sampling for Subgraph Counting 2024 SIGMOD 4.1945683e-05
10,994 Towards a Converged Relational-Graph Optimization Framework 2024 SIGMOD 4.1945683e-05
11,565 Simulation-based Approximate Graph Pattern Matching 2020 SIGMOD 4.1945683e-05
11,570 Towards the Scheduling of Vertex-constrained Multi Subgraph Matching Query 2020 SIGMOD 4.1945683e-05
12,180 iGraph in Action: Performance Analysis of Disk-Based Graph Indexing Techniques 2011 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

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

Rank Cited Paper Year Venue Pagerank
203 Graph Indexing: A Frequent Structure-based Approach 2004 SIGMOD 0.00034889335
350 FG-Index: Towards Verification-Free Query Processing on Graph Databases 2007 SIGMOD 0.00026365067
572 Substructure Similarity Search in Graph Databases 2005 SIGMOD 0.00019887011
900 Graph Indexing: Tree + Delta >= Graph 2007 VLDB 0.00015495155
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