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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
5.7590881e-05
Overall Rank
6,515 | 56.20%
DOI
10.14778/3587136.3587144

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)

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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 0.0012092602
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
960 Efficient Subgraph Matching: Harmonizing Dynamic Programming, Adaptive Matching Order, and Failing Set Together 2019 SIGMOD 0.00012836554
1,045 Graphflow: An Active Graph Database 2017 SIGMOD 0.00012322402
1,046 Parallel Subgraph Listing in a Large-Scale Graph 2014 SIGMOD 0.00012319866
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
1,506 Exploiting Vertex Relationships in Speeding up Subgraph Isomorphism over Large Graphs 2015 VLDB 0.00010452205
1,572 Scalable Subgraph Enumeration in MapReduce 2015 VLDB 0.00010197978
1,900 Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching 2021 SIGMOD 9.4059063e-05
2,020 Scalable Distributed Subgraph Enumeration 2017 VLDB 9.1729558e-05
2,101 DUALSIM: Parallel Subgraph Enumeration in a Massive Graph on a Single Machine 2016 SIGMOD 9.0476814e-05
2,166 Subgraph Matching: on Compression and Computation 2018 VLDB 8.9334874e-05
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