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Subgraph Matching: A New Decomposition Based Approach

Summary: ASMatch integrates fractional-hypertree-width tree decompositions with computation-sharing-aware attribute ordering and adaptive bag-match materialization. This unified optimization substantially reduces intermediate costs, outperforming backtracking and worst-case-optimal joins on challenging subgraph queries. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
hcd04bf4466d3514e
Venue
VLDB
Year
2025
Pagerank
5.2401722e-05
Overall Rank
8,899 | 40.35%
DOI
10.14778/3749646.3749693
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{li_vldb25,
        title = {{Subgraph Matching: A New Decomposition Based Approach}},
        author = {Li, Qiyan and Yu, Jeffrey Xu and He, Zongyan},
        journal = {PVLDB},
        series = {{VLDB} '25},
        volume = {18},
        number = {11},
        pages = {4282--4294},
        doi = {10.14778/3749646.3749693},
        url = {https://doi.org/10.14778/3749646.3749693},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank Citing Paper Year Venue Pagerank
10,379 Algebraic Subgraph Counting 2027 SIGMOD 4.9605343e-05
10,522 Efficient Meta-subgraph Instance Search over Large Heterogeneous Information Networks 2026 SIGMOD 4.9605343e-05
10,859 Subgraph Enumeration: Beyond Tree Decomposition 2026 VLDB 4.9605343e-05
10,884 X-Wim: Massive Parallelization of Weighted Matching in Bipartite Graphs 2026 VLDB 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 39 of 39 cited papers.

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

Rank Cited Paper Year Venue Pagerank
208 EmptyHeaded: A Relational Engine for Graph Processing 2016 SIGMOD 0.00024929198
288 Graphs-at-a-time: Query Language and Access Methods for Graph Databases 2008 SIGMOD 0.00022009138
356 On Graph Query Optimization in Large Networks 2010 VLDB 0.00020086045
439 Taming Verification Hardness: An Efficient Algorithm for Testing Subgraph Isomorphism 2008 VLDB 0.00018247958
440 Efficient Subgraph Matching on Billion Node Graphs 2012 VLDB 0.00018235529
485 TurboISO: Towards UltraFast and Robust Subgraph Isomorphism Search in Large Graph Databases 2013 SIGMOD 0.00017479773
658 Efficient Subgraph Matching by Postponing Cartesian Products 2016 SIGMOD 0.00015032442
706 Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins 2019 VLDB 0.00014622696
819 Hypertree Decompositions: Questions and Answers 2016 PODS 0.00013623401
942 Real-time Constrained Cycle Detection in Large Dynamic Graphs 2018 VLDB 0.00012936571
952 Efficient Subgraph Matching: Harmonizing Dynamic Programming, Adaptive Matching Order, and Failing Set Together 2019 SIGMOD 0.00012878316
1,090 CECI: Compact Embedding Cluster Index for Scalable Subgraph Matching 2019 SIGMOD 0.00012062682
1,171 In-Memory Subgraph Matching: An In-depth Study 2020 SIGMOD 0.00011677799
1,603 Adopting Worst-Case Optimal Joins in Relational Database Systems 2020 VLDB 0.00010090639
1,907 Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching 2021 SIGMOD 9.379165e-05
1,988 RapidMatch: A Holistic Approach to Subgraph Query Processing 2021 VLDB 9.2301018e-05
2,023 Scalable Distributed Subgraph Enumeration 2017 VLDB 9.1568397e-05
2,128 Subgraph Matching: on Compression and Computation 2018 VLDB 8.9879343e-05
2,480 Pangolin: An Efficient and Flexible Graph Mining System on CPU and GPU 2020 VLDB 8.387452e-05
3,020 Efficient GPU-Accelerated Subgraph Matching 2023 SIGMOD 7.7267183e-05
3,107 GuP: Fast Subgraph Matching by Guard-based Pruning 2023 SIGMOD 7.6265309e-05
3,771 Multi-Query Optimization for Subgraph Isomorphism Search 2017 VLDB 7.0132957e-05
4,099 A Comprehensive Survey and Experimental Study of Subgraph Matching: Trends, Unbiasedness, and Interaction 2024 SIGMOD 6.7940875e-05
4,133 HUGE: An Efficient and Scalable Subgraph Enumeration System 2021 SIGMOD 6.7738028e-05
4,370 Circinus: Fast Redundancy-Reduced Subgraph Matching 2023 SIGMOD 6.6213567e-05
4,485 Fast Continuous Subgraph Matching over Streaming Graphs via Backtracking Reduction 2023 SIGMOD 6.5644966e-05
4,527 Conjunctive Queries with Comparisons 2022 SIGMOD 6.5466033e-05
5,034 Free Join: Unifying Worst-Case Optimal and Traditional Joins 2023 SIGMOD 6.2921115e-05
5,271 Cardinality Estimation of Subgraph Matching: A Filtering-Sampling Approach 2024 VLDB 6.1891764e-05
5,418 Fast and Robust Distributed Subgraph Enumeration 2019 VLDB 6.1264302e-05
5,613 HyperBench: A Benchmark and Tool for Hypergraphs and Empirical Findings 2019 PODS 6.048773e-05
6,251 BICE: Exploring Compact Search Space by Using Bipartite Matching and Cell-Wide Verification 2023 VLDB 5.8179719e-05
6,272 SUFF: Accelerating Subgraph Matching with Historical Data 2023 VLDB 5.8112899e-05
6,711 BSX : Subgraph Matching with Batch Backtracking Search 2025 SIGMOD 5.6854796e-05
6,829 BOOMER: Blending Visual Formulation and Processing of P-Homomorphic Queries on Large Networks 2018 SIGMOD 5.6556888e-05
6,909 PimPam: Efficient Graph Pattern Matching on Real Processing-in-Memory Hardware 2024 SIGMOD 5.6336966e-05
7,552 Fast Local Subgraph Counting 2024 VLDB 5.4802093e-05
10,286 TenGraph: A Tensor-Based Graph Query Engine 2024 VLDB 5.0333144e-05
11,708 A Branch-&-Bound Algorithm for Fractional Hypertree Decomposition 2024 VLDB 4.9605343e-05
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