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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
9682
Venue
VLDB
Year
2008
Pagerank
0.00018725237
Overall Rank
428 | 97.03%
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
8,117 Fast Local Subgraph Counting 2024 VLDB 5.5419908e-05
8,759 GBLENDER: Towards Blending Visual Query Formulation and Query Processing in Graph Databases 2010 SIGMOD 5.4338813e-05
9,523 ChiSeL: Graph Similarity Search using Chi-Squared Statistics in Large Probabilistic Graphs 2020 VLDB 5.3218384e-05
9,717 TC-Match: Fast Time-constrained Continuous Subgraph Matching 2024 VLDB 5.2849709e-05
9,757 View-based Explanations for Graph Neural Networks 2024 SIGMOD 5.2759752e-05
9,781 A Modular Graph-Native Query Optimization Framework 2025 SIGMOD 5.2719963e-05
9,843 Path-centric Cardinality Estimation for Subgraph Matching 2025 VLDB 5.2617062e-05
9,936 Fast Maximum Common Subgraph Search: A Redundancy-Reduced Backtracking Approach 2025 SIGMOD 5.2356043e-05
10,062 Continuous Subgraph Matching via Cost-Model-based Dynamic Vertex Dominance Embeddings 2026 SIGMOD 5.1725247e-05
10,096 NeuSO: Neural Optimizer for Subgraph Queries 2026 SIGMOD 5.1725247e-05
10,131 A Comprehensive Survey of Subgraph Matching: [Experiments & Analysis] 2026 SIGMOD 5.1725247e-05
10,199 R2O: A Dual-Layer Framework for Joint Rewriting and Ordering in Distributed Property Graph Query Optimization 2026 SIGMOD 5.1725247e-05
10,264 CEMR: An Effective Subgraph Matching Algorithm with Redundant Extension Elimination 2026 VLDB 5.1725247e-05
10,640 Efficient and Accurate Subgraph Counting: A Bottom-up Flow-learning Based Approach 2025 VLDB 5.1725247e-05
10,740 Subgraph Matching: A New Decomposition Based Approach 2025 VLDB 5.1725247e-05
10,951 gSWORD: GPU-accelerated Sampling for Subgraph Counting 2024 SIGMOD 5.1725247e-05
10,997 Towards a Converged Relational-Graph Optimization Framework 2024 SIGMOD 5.1725247e-05
11,569 Simulation-based Approximate Graph Pattern Matching 2020 SIGMOD 5.1725247e-05
11,574 Towards the Scheduling of Vertex-constrained Multi Subgraph Matching Query 2020 SIGMOD 5.1725247e-05
12,188 iGraph in Action: Performance Analysis of Disk-Based Graph Indexing Techniques 2011 SIGMOD 5.1725247e-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
175 Graph Indexing: A Frequent Structure-based Approach 2004 SIGMOD 0.00027377116
321 FG-Index: Towards Verification-Free Query Processing on Graph Databases 2007 SIGMOD 0.00021373781
582 Substructure Similarity Search in Graph Databases 2005 SIGMOD 0.00016196981
725 Graph Indexing: Tree + Delta >= Graph 2007 VLDB 0.00014708873
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