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Mix & Match: Subgraph Matching for Absolute Coverage

Summary: Targets coverage in subgraph matching: existing enumerators produce localized, biased streams when matches are massive, so the goal is to quickly surface results representative of the whole graph. M&M mixes global exploration (prioritizing first-level backtracking to expand coverage) with local pruning of non-coverage paths, finding ~2× more unique nodes than prior work. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
hc2b4c1ef923c9141
Venue
VLDB
Year
2025
Pagerank
4.9605343e-05
Overall Rank
11,491 | 22.98%
DOI
10.14778/3773731.3773737
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

BibTeX Citation

@article{skitsas_vldb25,
        title = {{Mix \& Match: Subgraph Matching for Absolute Coverage}},
        author = {Skitsas, Konstantinos and Sasaki, Yuya and Mottin, Davide and Karras, Panagiotis},
        journal = {PVLDB},
        series = {{VLDB} '25},
        volume = {18},
        number = {13},
        pages = {5610--5622},
        doi = {10.14778/3773731.3773737},
        url = {https://doi.org/10.14778/3773731.3773737},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
10,583 Sublime: Selecting Subgraph Matching Algorithms via Machine Learning 2026 SIGMOD 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 21 of 21 cited papers.

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

Rank Cited Paper Year Venue Pagerank
176 Graph Indexing: A Frequent Structure-based Approach 2004 SIGMOD 0.00026634326
195 Algorithmics and Applications of Tree and Graph Searching 2002 PODS 0.00025589066
288 Graphs-at-a-time: Query Language and Access Methods for Graph Databases 2008 SIGMOD 0.00022009138
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
1,171 In-Memory Subgraph Matching: An In-depth Study 2020 SIGMOD 0.00011677799
1,180 An In-depth Comparison of Subgraph Isomorphism Algorithms in Graph Databases 2013 VLDB 0.00011600363
1,502 Exploiting Vertex Relationships in Speeding up Subgraph Isomorphism over Large Graphs 2015 VLDB 0.00010431532
1,862 DisC Diversity: Result Diversification based on Dissimilarity and Coverage 2013 VLDB 9.4680154e-05
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
2,128 Subgraph Matching: on Compression and Computation 2018 VLDB 8.9879343e-05
3,107 GuP: Fast Subgraph Matching by Guard-based Pruning 2023 SIGMOD 7.6265309e-05
3,410 High-Performance Dynamic Pattern Matching over Disordered Streams 2010 VLDB 7.3075605e-05
3,504 iGraph: A Framework for Comparisons of Disk-Based Graph Indexing Techniques 2010 VLDB 7.2296629e-05
3,992 Diversified Top-k Graph Pattern Matching 2013 VLDB 6.8567907e-05
4,099 A Comprehensive Survey and Experimental Study of Subgraph Matching: Trends, Unbiasedness, and Interaction 2024 SIGMOD 6.7940875e-05
5,486 Diversified Top-k Subgraph Querying in a Large Graph 2016 SIGMOD 6.097643e-05
5,676 Subgraph Matching over Graph Federation 2022 VLDB 6.0246247e-05
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