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SUFF: Accelerating Subgraph Matching with Historical Data

Summary: SUFF is a general structure-filtering framework that derives compact, sound filters from past subgraph-matching results to prune future search spaces and augment existing matching algorithms with minimal changes. Practical optimizations cut build/store costs and yield up to 15× speedups on real graphs. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
h5590ceb09d45e94f
Venue
VLDB
Year
2023
Pagerank
5.8112899e-05
Overall Rank
6,272 | 57.96%
DOI
10.14778/3587136.3587144
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{jian_vldb23,
        title = {{SUFF: Accelerating Subgraph Matching with Historical Data}},
        author = {Jian, Xun and Li, Zhiyuan and Chen, Lei},
        journal = {PVLDB},
        series = {{VLDB} '23},
        volume = {16},
        number = {7},
        pages = {1699--1711},
        doi = {10.14778/3587136.3587144},
        url = {https://doi.org/10.14778/3587136.3587144},
        year = {2023}
}

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 19 of 19 cited papers.

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

Rank Cited Paper Year Venue Pagerank
3 Pregel: A System for Large-Scale Graph Processing 2010 SIGMOD 0.0012089097
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
952 Efficient Subgraph Matching: Harmonizing Dynamic Programming, Adaptive Matching Order, and Failing Set Together 2019 SIGMOD 0.00012878316
1,046 Parallel Subgraph Listing in a Large-Scale Graph 2014 SIGMOD 0.00012315969
1,049 Graphflow: An Active Graph Database 2017 SIGMOD 0.00012293903
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
1,502 Exploiting Vertex Relationships in Speeding up Subgraph Isomorphism over Large Graphs 2015 VLDB 0.00010431532
1,565 Scalable Subgraph Enumeration in MapReduce 2015 VLDB 0.00010185615
1,907 Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching 2021 SIGMOD 9.379165e-05
2,023 Scalable Distributed Subgraph Enumeration 2017 VLDB 9.1568397e-05
2,101 DUALSIM: Parallel Subgraph Enumeration in a Massive Graph on a Single Machine 2016 SIGMOD 9.0309825e-05
2,128 Subgraph Matching: on Compression and Computation 2018 VLDB 8.9879343e-05
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