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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
14395
Venue
VLDB
Year
2025
Pagerank
5.093636e-05
Overall Rank
11,075 | 24.02%
DOI
10.14778/3773731.3773737

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
10,294 Sublime: Selecting Subgraph Matching Algorithms via Machine Learning 2026 SIGMOD 5.093636e-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
177 Graph Indexing: A Frequent Structure-based Approach 2004 SIGMOD 0.00027100548
187 Algorithmics and Applications of Tree and Graph Searching 2002 PODS 0.00026138589
294 Graphs-at-a-time: Query Language and Access Methods for Graph Databases 2008 SIGMOD 0.00022253507
442 Efficient Subgraph Matching on Billion Node Graphs 2012 VLDB 0.00018398144
485 TurboISO: Towards UltraFast and Robust Subgraph Isomorphism Search in Large Graph Databases 2013 SIGMOD 0.00017717377
659 Efficient Subgraph Matching by Postponing Cartesian Products 2016 SIGMOD 0.00015214062
1,006 Efficient Subgraph Matching: Harmonizing Dynamic Programming, Adaptive Matching Order, and Failing Set Together 2019 SIGMOD 0.00012699518
1,181 An In-depth Comparison of Subgraph Isomorphism Algorithms in Graph Databases 2013 VLDB 0.0001179597
1,237 In-Memory Subgraph Matching: An In-depth Study 2020 SIGMOD 0.00011545768
1,487 Exploiting Vertex Relationships in Speeding up Subgraph Isomorphism over Large Graphs 2015 VLDB 0.00010615297
1,807 DisC Diversity: Result Diversification based on Dissimilarity and Coverage 2013 VLDB 9.7054469e-05
2,035 RapidMatch: A Holistic Approach to Subgraph Query Processing 2021 VLDB 9.2787188e-05
2,187 Subgraph Matching: on Compression and Computation 2018 VLDB 8.9966682e-05
2,190 Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching 2021 SIGMOD 8.9804702e-05
3,194 GuP: Fast Subgraph Matching by Guard-based Pruning 2023 SIGMOD 7.6491858e-05
3,342 High-Performance Dynamic Pattern Matching over Disordered Streams 2010 VLDB 7.4999147e-05
3,431 iGraph: A Framework for Comparisons of Disk-Based Graph Indexing Techniques 2010 VLDB 7.4189541e-05
3,908 Diversified Top-k Graph Pattern Matching 2013 VLDB 7.0262215e-05
4,983 A Comprehensive Survey and Experimental Study of Subgraph Matching: Trends, Unbiasedness, and Interaction 2024 SIGMOD 6.4127092e-05
5,370 Diversified Top-k Subgraph Querying in a Large Graph 2016 SIGMOD 6.2436385e-05
5,581 Subgraph Matching over Graph Federation 2022 VLDB 6.1624715e-05
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