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Accelerating Subgraph Matching through Fine-grained and Powerful Equivalences

Summary: FiPE eliminates subgraph-search redundancy beyond individual query vertices via vertex-pair and deferred group equivalences, clustering isomorphic neighborhood patterns. Matching-order optimization and conflict resolution yield 2–3 orders-of-magnitude EPS speedups. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h7211a40abfa013ff
Venue
VLDB
Year
2025
Pagerank
5.050482e-05
Overall Rank
10,258 | 31.04%
DOI
10.14778/3749646.3749662

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{lu_vldb25,
        title = {{Accelerating Subgraph Matching through Fine-grained and Powerful Equivalences}},
        author = {Lu, Yujie and Zhang, Zhijie and Zheng, Weiguo and Zou, Lei},
        journal = {PVLDB},
        series = {{VLDB} '25},
        volume = {18},
        number = {11},
        pages = {3896--3909},
        doi = {10.14778/3749646.3749662},
        url = {https://doi.org/10.14778/3749646.3749662},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 27 of 27 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
239 The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing 2018 VLDB 0.000235107
288 Graphs-at-a-time: Query Language and Access Methods for Graph Databases 2008 SIGMOD 0.00021969641
490 TurboISO: Towards UltraFast and Robust Subgraph Isomorphism Search in Large Graph Databases 2013 SIGMOD 0.00017438618
511 Scalable SPARQL Querying of Large RDF Graphs 2011 VLDB 0.00017061883
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
1,354 Truss-based Community Search over Large Directed Graphs 2020 SIGMOD 0.0001092812
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
2,014 RapidMatch: A Holistic Approach to Subgraph Query Processing 2021 VLDB 9.1832045e-05
2,020 Scalable Distributed Subgraph Enumeration 2017 VLDB 9.1729558e-05
2,097 TripleBit: a Fast and Compact System for Large Scale RDF Data 2013 VLDB 9.053015e-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
2,702 TreeSpan: Efficiently Computing Similarity All-Matching 2012 SIGMOD 8.1177147e-05
3,164 GuP: Fast Subgraph Matching by Guard-based Pruning 2023 SIGMOD 7.5771124e-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
4,511 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
4,817 Taming Subgraph Isomorphism for RDF Query Processing 2015 VLDB 6.3985024e-05
6,504 BICE: Exploring Compact Search Space by Using Bipartite Matching and Cell-Wide Verification 2023 VLDB 5.7617085e-05
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