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MAVIS: Materialized View for Subgraph Matching

Summary: MAVIS materializes shared subqueries as connected “super-node” patterns, using super-node-oriented materialization to balance memory footprint and processing speed. Tree-based partitioning avoids invalid candidates and a tailored query engine leverages views to accelerate matching. (summarized by gpt-5-mini on Feb 11 2026)

Paper ID
7403
Venue
SIGMOD
Year
2026
Pagerank
4.2456012e-05
Overall Rank
9,935 | 30.96%
DOI
10.1145/3769806

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

Rank Cited Paper Year Venue Pagerank
202 Graph Indexing: A Frequent Structure-based Approach 2004 SIGMOD 0.00034881375
657 An Analytical Study of Large SPARQL Query Logs 2018 VLDB 0.00018581389
749 TurboISO: Towards UltraFast and Robust Subgraph Isomorphism Search in Large Graph Databases 2013 SIGMOD 0.00017193776
1,054 The Dynamic Yannakakis Algorithm: Compact and Efficient Query Processing Under Updates 2017 SIGMOD 0.00014397587
1,125 Efficient Subgraph Matching by Postponing Cartesian Products 2016 SIGMOD 0.00013829006
1,522 Efficient Subgraph Matching: Harmonizing Dynamic Programming, Adaptive Matching Order, and Failing Set Together 2019 SIGMOD 0.0001152219
1,715 CECI: Compact Embedding Cluster Index for Scalable Subgraph Matching 2019 SIGMOD 0.00010776518
1,906 In-Memory Subgraph Matching: An In-depth Study 2020 SIGMOD 0.00010135267
3,034 RapidMatch: A Holistic Approach to Subgraph Query Processing 2021 VLDB 7.6737281e-05
3,119 Versatile Equivalences: Speeding up Subgraph Query Processing and Subgraph Matching 2021 SIGMOD 7.5393376e-05
4,326 GuP: Fast Subgraph Matching by Guard-based Pruning 2023 SIGMOD 6.2772512e-05
4,486 Multi-Query Optimization for Subgraph Isomorphism Search 2017 VLDB 6.1413967e-05
5,672 Implementation Strategies for Views over Property Graphs 2024 SIGMOD 5.3796057e-05
5,921 RapidFlow: An Efficient Approach to Continuous Subgraph Matching 2022 VLDB 5.2681722e-05
5,968 A Comprehensive Survey and Experimental Study of Subgraph Matching: Trends, Unbiasedness, and Interaction 2024 SIGMOD 5.2469955e-05
7,091 BICE: Exploring Compact Search Space by Using Bipartite Matching and Cell-Wide Verification 2023 VLDB 4.8304411e-05
7,456 BSX : Subgraph Matching with Batch Backtracking Search 2025 SIGMOD 4.7205339e-05
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