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CEMR: An Effective Subgraph Matching Algorithm with Redundant Extension Elimination

Summary: CEMR: DFS-based subgraph matching with redundant-extension elimination. Uses black-white vertex encoding to merge common extensions plus reusable extension buffers and pruning, cutting duplicate work during enumeration and beating prior state of the art. (summarized by gpt-5.4-mini on May 27 2026)

Paper ID
14301
Venue
VLDB
Year
2026
Pagerank
4.1945683e-05
Overall Rank
10,264 | 28.60%
DOI
10.14778/3801059.3801070

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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
331 The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing 2018 VLDB 0.00027214222
461 Graphs-at-a-time: Query Language and Access Methods for Graph Databases 2008 SIGMOD 0.00022499343
506 On Graph Query Optimization in Large Networks 2010 VLDB 0.00021475362
536 The LDBC Social Network Benchmark: Interactive Workload 2015 SIGMOD 0.00020722862
612 Taming Verification Hardness: An Efficient Algorithm for Testing Subgraph Isomorphism 2008 VLDB 0.0001920234
764 TurboISO: Towards UltraFast and Robust Subgraph Isomorphism Search in Large Graph Databases 2013 SIGMOD 0.00017018712
1,180 Efficient Subgraph Matching by Postponing Cartesian Products 2016 SIGMOD 0.00013456907
1,333 Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins 2019 VLDB 0.00012523806
1,500 Parallel Subgraph Listing in a Large-Scale Graph 2014 SIGMOD 0.00011674394
1,561 Efficient Subgraph Matching: Harmonizing Dynamic Programming, Adaptive Matching Order, and Failing Set Together 2019 SIGMOD 0.00011358946
1,775 CECI: Compact Embedding Cluster Index for Scalable Subgraph Matching 2019 SIGMOD 0.00010602927
1,924 In-Memory Subgraph Matching: An In-depth Study 2020 SIGMOD 0.00010077055
1,953 Distributed Evaluation of Subgraph Queries Using Worst-case Optimal Low-Memory Dataflows 2018 VLDB 9.9665955e-05
2,007 Exploiting Vertex Relationships in Speeding up Subgraph Isomorphism over Large Graphs 2015 VLDB 9.8081235e-05
2,162 Scalable Subgraph Enumeration in MapReduce 2015 VLDB 9.3964337e-05
2,196 gStore: Answering SPARQL Queries via Subgraph Matching 2011 VLDB 9.3089621e-05
2,409 TreeSpan: Efficiently Computing Similarity All-Matching 2012 SIGMOD 8.8776858e-05
2,962 Kuzu* Graph Database Management System 2023 CIDR 7.8101752e-05
3,036 RapidMatch: A Holistic Approach to Subgraph Query Processing 2021 VLDB 7.6735171e-05
3,187 Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching 2021 SIGMOD 7.4136521e-05
3,641 GPU-Accelerated Subgraph Enumeration on Partitioned Graphs 2020 SIGMOD 6.8884895e-05
4,470 GuP: Fast Subgraph Matching by Guard-based Pruning 2023 SIGMOD 6.1557462e-05
5,009 HUGE: An Efficient and Scalable Subgraph Enumeration System 2021 SIGMOD 5.761237e-05
5,728 Circinus: Fast Redundancy-Reduced Subgraph Matching 2023 SIGMOD 5.3507988e-05
5,877 Taming Subgraph Isomorphism for RDF Query Processing 2015 VLDB 5.2916612e-05
6,281 A Comprehensive Survey and Experimental Study of Subgraph Matching: Trends, Unbiasedness, and Interaction 2024 SIGMOD 5.128862e-05
6,575 Fast Continuous Subgraph Matching over Streaming Graphs via Backtracking Reduction 2023 SIGMOD 5.0052259e-05
7,100 BICE: Exploring Compact Search Space by Using Bipartite Matching and Cell-Wide Verification 2023 VLDB 4.8326259e-05
8,031 BSX : Subgraph Matching with Batch Backtracking Search 2025 SIGMOD 4.6018906e-05
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