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Continuous Subgraph Matching via Cost-Model-based Dynamic Vertex Dominance Embeddings

Summary: DIVINE maps vertex neighborhoods to dynamic vertex-dominance embeddings for continuous subgraph matching with efficient incremental maintenance on streaming graphs. Degree grouping and DAS3 synopses with dominance/range pruning decompose high-degree stars and accelerate incremental query processing. (summarized by gpt-5-mini on Feb 11 2026)

Paper ID
7560
Venue
SIGMOD
Year
2026
Pagerank
5.093636e-05
Overall Rank
10,354 | 28.97%
DOI
10.1145/3769774

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Authors

BibTeX Citation

@inproceedings{ye_sigmod26,
        title = {{Continuous Subgraph Matching via Cost-Model-based Dynamic Vertex Dominance Embeddings}},
        author = {Ye, Yutong and Lian, Xiang and Zhang, Nan and Chen, Mingsong},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3769774},
        url = {https://dl.acm.org/doi/10.1145/3769774},
        year = {2026}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 28 of 28 cited papers.

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

Rank Cited Paper Year Venue Pagerank
85 The X-tree: An Index Structure for High-Dimensional Data 1996 VLDB 0.00035405879
294 Graphs-at-a-time: Query Language and Access Methods for Graph Databases 2008 SIGMOD 0.00022253507
352 On Graph Query Optimization in Large Networks 2010 VLDB 0.00020375193
431 Taming Verification Hardness: An Efficient Algorithm for Testing Subgraph Isomorphism 2008 VLDB 0.00018577017
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
816 The Dynamic Yannakakis Algorithm: Compact and Efficient Query Processing Under Updates 2017 SIGMOD 0.00013827772
927 Real-time Constrained Cycle Detection in Large Dynamic Graphs 2018 VLDB 0.00013161079
1,006 Efficient Subgraph Matching: Harmonizing Dynamic Programming, Adaptive Matching Order, and Failing Set Together 2019 SIGMOD 0.00012699518
1,058 Graphflow: An Active Graph Database 2017 SIGMOD 0.00012378784
1,102 CECI: Compact Embedding Cluster Index for Scalable Subgraph Matching 2019 SIGMOD 0.00012166591
1,128 Graph Pattern Matching: From Intractable to Polynomial Time 2010 VLDB 0.0001206219
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
1,296 Incremental Graph Pattern Matching 2011 SIGMOD 0.00011269684
1,487 Exploiting Vertex Relationships in Speeding up Subgraph Isomorphism over Large Graphs 2015 VLDB 0.00010615297
2,153 Monitoring Path Nearest Neighbor in Road Networks 2009 SIGMOD 9.0762376e-05
2,182 TurboFlux: A Fast Continuous Subgraph Matching System for Streaming Graph Data 2018 SIGMOD 9.010121e-05
3,612 Relative Subboundedness of Contraction Hierarchy and Hierarchical 2-Hop Index in Dynamic Road Networks 2022 SIGMOD 7.2579119e-05
4,503 Event Pattern Matching over Graph Streams 2015 VLDB 6.6597953e-05
4,551 Hop-constrained s-t Simple Path Enumeration: Towards Bridging Theory and Practice 2020 VLDB 6.6355948e-05
4,722 Symmetric Continuous Subgraph Matching with Bidirectional Dynamic Programming 2021 VLDB 6.5438628e-05
5,118 Efficient Streaming Subgraph Isomorphism with Graph Neural Networks 2021 VLDB 6.3580186e-05
5,870 An In-Depth Study of Continuous Subgraph Matching 2022 VLDB 6.061038e-05
5,938 PathEnum: Towards Real-Time Hop-Constrained s-t Path Enumeration 2021 SIGMOD 6.0343238e-05
6,149 Efficient Exact Subgraph Matching via GNN-based Path Dominance Embedding 2024 VLDB 5.9581422e-05
9,286 SmartBench: Demonstrating Automatic Generation of Comprehensive Benchmarks for Question Answering Over Knowledge Graphs 2022 VLDB 5.2917932e-05
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