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Subgraph Matching: on Compression and Computation

Summary: Addresses subgraph matching’s overlooked output crisis: materializing all occurrences can dominate computation. VCBC compresses matches into equivalent codes, while CBF computes these codes directly and prunes intermediates, achieving up to 10^5 compression and substantial speedups. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
11846
Venue
VLDB
Year
2018
Pagerank
8.9966682e-05
Overall Rank
2,187 | 85.00%
DOI
10.14778/3149193.3149198

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{qiao_vldb18,
        title = {{Subgraph Matching: on Compression and Computation}},
        author = {Qiao, Miao and Zhang, Hao and Cheng, Hong},
        journal = {PVLDB},
        series = {{VLDB} '18},
        volume = {11},
        number = {2},
        pages = {176--188},
        doi = {10.14778/3149193.3149198},
        url = {https://doi.org/10.14778/3149193.3149198},
        year = {2018}
}

Incoming Citations (Sorted by Pagerank)

Showing 29 of 29 citing papers.

Rank Citing Paper Year Venue Pagerank
1,237 In-Memory Subgraph Matching: An In-depth Study 2020 SIGMOD 0.00011545768
2,024 Efficient Algorithms for Densest Subgraph Discovery 2019 VLDB 9.2907829e-05
2,190 Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching 2021 SIGMOD 8.9804702e-05
2,607 GPU-Accelerated Subgraph Enumeration on Partitioned Graphs 2020 SIGMOD 8.3489531e-05
3,102 Efficient GPU-Accelerated Subgraph Matching 2023 SIGMOD 7.7568687e-05
3,821 Distributed Subgraph Matching on Timely Dataflow 2019 VLDB 7.0933895e-05
4,158 HUGE: An Efficient and Scalable Subgraph Enumeration System 2021 SIGMOD 6.8628196e-05
4,563 Circinus: Fast Redundancy-Reduced Subgraph Matching 2023 SIGMOD 6.6291459e-05
4,983 A Comprehensive Survey and Experimental Study of Subgraph Matching: Trends, Unbiasedness, and Interaction 2024 SIGMOD 6.4127092e-05
5,275 RapidFlow: An Efficient Approach to Continuous Subgraph Matching 2022 VLDB 6.2873652e-05
5,296 Fast and Robust Distributed Subgraph Enumeration 2019 VLDB 6.2782852e-05
5,581 Subgraph Matching over Graph Federation 2022 VLDB 6.1624715e-05
6,924 SUFF: Accelerating Subgraph Matching with Historical Data 2023 VLDB 5.738697e-05
7,150 BSX : Subgraph Matching with Batch Backtracking Search 2025 SIGMOD 5.687428e-05
8,251 Fast Local Subgraph Counting 2024 VLDB 5.4574671e-05
9,131 TED: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database 2023 SIGMOD 5.3184767e-05
9,478 Parallel Query Processing: To Separate Communication from Computation 2022 SIGMOD 5.2634238e-05
9,693 Subgraph Matching: A New Decomposition Based Approach 2025 VLDB 5.2351259e-05
10,204 Beyond Maximum Common Subgraph: A Framework Maximizing Shared Computation for Multi-Query Subgraph Matching 2026 SIGMOD 5.093636e-05
10,312 BEE: Towards Redundancy Reduction via Block-Separator Decomposition for Subgraph Matching 2026 SIGMOD 5.093636e-05
10,419 A Comprehensive Survey of Subgraph Matching: [Experiments & Analysis] 2026 SIGMOD 5.093636e-05
10,524 A Semantics-aware Approach for Graph Edit Distance Estimation over Knowledge Graphs 2026 VLDB 5.093636e-05
10,558 Characterizing Parallel Subgraph Matching Performance: A Systematic Study of Interactions, Scalability, and Enumeration 2026 VLDB 5.093636e-05
10,590 Aquila: A High-Concurrency System for Incremental Graph Query 2026 VLDB 5.093636e-05
10,606 Efficient Partition-based Approaches for Diversified Top-k Subgraph Matching 2026 VLDB 5.093636e-05
10,787 cuMatch: A GPU-based Memory-Efficient Worst-case Optimal Join Processing Method for Subgraph Queries with Complex Patterns 2025 SIGMOD 5.093636e-05
10,952 Accelerating Subgraph Matching through Fine-grained and Powerful Equivalences 2025 VLDB 5.093636e-05
11,075 Mix & Match: Subgraph Matching for Absolute Coverage 2025 VLDB 5.093636e-05
11,192 Atom: An Efficient Query Serving System for Embedding-based Knowledge Graph Reasoning with Operator-level Batching 2024 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

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