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BICE: Exploring Compact Search Space by Using Bipartite Matching and Cell-Wide Verification

Summary: BICE compresses the subgraph-search space by combining bipartite-matching pruning, failing-sets augmented with bipartite matching, and a novel cell-wide verification to avoid unnecessary candidate expansions. Combined algorithm yields up to ~100× speedups versus state-of-the-art baselines. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13258
Venue
VLDB
Year
2023
Pagerank
5.8879832e-05
Overall Rank
6,393 | 56.14%
DOI
10.14778/3598581.3598591

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{choi_vldb23,
        title = {{BICE: Exploring Compact Search Space by Using Bipartite Matching and Cell-Wide Verification}},
        author = {Choi, Yunyoung and Park, Kunsoo and Kim, Hyunjoon},
        journal = {PVLDB},
        series = {{VLDB} '23},
        volume = {16},
        number = {9},
        pages = {2186--2198},
        doi = {10.14778/3598581.3598591},
        url = {https://doi.org/10.14778/3598581.3598591},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 10 of 10 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 23 of 23 cited papers.

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

Rank Cited Paper Year Venue Pagerank
177 Graph Indexing: A Frequent Structure-based Approach 2004 SIGMOD 0.00027100548
211 EmptyHeaded: A Relational Engine for Graph Processing 2016 SIGMOD 0.00024797217
264 The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing 2018 VLDB 0.00022980015
294 Graphs-at-a-time: Query Language and Access Methods for Graph Databases 2008 SIGMOD 0.00022253507
352 On Graph Query Optimization in Large Networks 2010 VLDB 0.00020375193
431 Taming Verification Hardness: An Efficient Algorithm for Testing Subgraph Isomorphism 2008 VLDB 0.00018577017
485 TurboISO: Towards UltraFast and Robust Subgraph Isomorphism Search in Large Graph Databases 2013 SIGMOD 0.00017717377
659 Efficient Subgraph Matching by Postponing Cartesian Products 2016 SIGMOD 0.00015214062
727 Graph Indexing: Tree + Delta >= Graph 2007 VLDB 0.00014565738
809 Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins 2019 VLDB 0.00013874588
1,006 Efficient Subgraph Matching: Harmonizing Dynamic Programming, Adaptive Matching Order, and Failing Set Together 2019 SIGMOD 0.00012699518
1,058 Graphflow: An Active Graph Database 2017 SIGMOD 0.00012378784
1,102 CECI: Compact Embedding Cluster Index for Scalable Subgraph Matching 2019 SIGMOD 0.00012166591
1,181 An In-depth Comparison of Subgraph Isomorphism Algorithms in Graph Databases 2013 VLDB 0.0001179597
1,237 In-Memory Subgraph Matching: An In-depth Study 2020 SIGMOD 0.00011545768
1,487 Exploiting Vertex Relationships in Speeding up Subgraph Isomorphism over Large Graphs 2015 VLDB 0.00010615297
2,035 RapidMatch: A Holistic Approach to Subgraph Query Processing 2021 VLDB 9.2787188e-05
2,182 TurboFlux: A Fast Continuous Subgraph Matching System for Streaming Graph Data 2018 SIGMOD 9.010121e-05
2,190 Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching 2021 SIGMOD 8.9804702e-05
3,431 iGraph: A Framework for Comparisons of Disk-Based Graph Indexing Techniques 2010 VLDB 7.4189541e-05
3,477 Performance and Scalability of Indexed Subgraph Query Processing Methods 2015 VLDB 7.3791229e-05
4,748 Taming Subgraph Isomorphism for RDF Query Processing 2015 VLDB 6.5251089e-05
11,793 IDAR: Fast Supergraph Search Using DAG Integration 2020 VLDB 5.093636e-05
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