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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
5.1868213e-05
Overall Rank
9,361 | 37.07%
DOI
10.14778/3749646.3749693

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 3 of 3 citing papers.

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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 0.00024884544
288 Graphs-at-a-time: Query Language and Access Methods for Graph Databases 2008 SIGMOD 0.00021969641
355 On Graph Query Optimization in Large Networks 2010 VLDB 0.00020124083
438 Taming Verification Hardness: An Efficient Algorithm for Testing Subgraph Isomorphism 2008 VLDB 0.00018286607
443 Efficient Subgraph Matching on Billion Node Graphs 2012 VLDB 0.00018197688
490 TurboISO: Towards UltraFast and Robust Subgraph Isomorphism Search in Large Graph Databases 2013 SIGMOD 0.00017438618
657 Efficient Subgraph Matching by Postponing Cartesian Products 2016 SIGMOD 0.0001505607
712 Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins 2019 VLDB 0.00014578373
818 Hypertree Decompositions: Questions and Answers 2016 PODS 0.0001366708
937 Real-time Constrained Cycle Detection in Large Dynamic Graphs 2018 VLDB 0.00012977594
960 Efficient Subgraph Matching: Harmonizing Dynamic Programming, Adaptive Matching Order, and Failing Set Together 2019 SIGMOD 0.00012836554
1,100 CECI: Compact Embedding Cluster Index for Scalable Subgraph Matching 2019 SIGMOD 0.00012013426
1,180 In-Memory Subgraph Matching: An In-depth Study 2020 SIGMOD 0.00011627669
1,596 Adopting Worst-Case Optimal Joins in Relational Database Systems 2020 VLDB 0.00010127607
1,900 Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching 2021 SIGMOD 9.4059063e-05
2,014 RapidMatch: A Holistic Approach to Subgraph Query Processing 2021 VLDB 9.1832045e-05
2,020 Scalable Distributed Subgraph Enumeration 2017 VLDB 9.1729558e-05
2,166 Subgraph Matching: on Compression and Computation 2018 VLDB 8.9334874e-05
2,469 Pangolin: An Efficient and Flexible Graph Mining System on CPU and GPU 2020 VLDB 8.4165523e-05
3,011 Efficient GPU-Accelerated Subgraph Matching 2023 SIGMOD 7.7549462e-05
3,164 GuP: Fast Subgraph Matching by Guard-based Pruning 2023 SIGMOD 7.5771124e-05
3,767 Multi-Query Optimization for Subgraph Isomorphism Search 2017 VLDB 7.0315534e-05
4,075 A Comprehensive Survey and Experimental Study of Subgraph Matching: Trends, Unbiasedness, and Interaction 2024 SIGMOD 6.8188389e-05
4,123 HUGE: An Efficient and Scalable Subgraph Enumeration System 2021 SIGMOD 6.7927568e-05
4,509 Conjunctive Queries with Comparisons 2022 SIGMOD 6.570408e-05
4,511 Circinus: Fast Redundancy-Reduced Subgraph Matching 2023 SIGMOD 6.5681258e-05
4,587 Fast Continuous Subgraph Matching over Streaming Graphs via Backtracking Reduction 2023 SIGMOD 6.5161686e-05
5,010 Free Join: Unifying Worst-Case Optimal and Traditional Joins 2023 SIGMOD 6.3149028e-05
5,396 Fast and Robust Distributed Subgraph Enumeration 2019 VLDB 6.1494643e-05
5,422 Cardinality Estimation of Subgraph Matching: A Filtering-Sampling Approach 2024 VLDB 6.1361195e-05
5,601 HyperBench: A Benchmark and Tool for Hypergraphs and Empirical Findings 2019 PODS 6.0706976e-05
6,504 BICE: Exploring Compact Search Space by Using Bipartite Matching and Cell-Wide Verification 2023 VLDB 5.7617085e-05
6,515 SUFF: Accelerating Subgraph Matching with Historical Data 2023 VLDB 5.7590881e-05
6,811 BOOMER: Blending Visual Formulation and Processing of P-Homomorphic Queries on Large Networks 2018 SIGMOD 5.6744946e-05
6,893 PimPam: Efficient Graph Pattern Matching on Real Processing-in-Memory Hardware 2024 SIGMOD 5.6540469e-05
6,965 BSX : Subgraph Matching with Batch Backtracking Search 2025 SIGMOD 5.6328006e-05
7,529 Fast Local Subgraph Counting 2024 VLDB 5.5009945e-05
10,251 TenGraph: A Tensor-Based Graph Query Engine 2024 VLDB 5.0513876e-05
11,656 A Branch-&-Bound Algorithm for Fractional Hypertree Decomposition 2024 VLDB 4.9793485e-05
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