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Scalable Distributed Subgraph Enumeration

Summary: SEED generalizes distributed subgraph enumeration beyond TwinTwigJoin’s left-deep, star-only plans, using star/clique join units and bushy DP optimization. A power-law-aware cost model, overlap handling, graph storage, and clique compression deliver >10× speedups on billion-edge graphs. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
11708
Venue
VLDB
Year
2017
Pagerank
9.2352771e-05
Overall Rank
2,065 | 85.84%
DOI
10.14778/3021924.3021928

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{lai_vldb17,
        title = {{Scalable Distributed Subgraph Enumeration}},
        author = {Lai, Longbin and Qin, Lu and Lin, Xuemin and Zhang, Ying and Chang, Lijun and Yang, Shiyu},
        journal = {PVLDB},
        series = {{VLDB} '17},
        volume = {10},
        number = {3},
        pages = {217--228},
        doi = {10.14778/3021924.3021928},
        url = {https://doi.org/10.14778/3021924.3021928},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 31 of 31 citing papers.

Rank Citing Paper Year Venue Pagerank
809 Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins 2019 VLDB 0.00013874588
1,237 In-Memory Subgraph Matching: An In-depth Study 2020 SIGMOD 0.00011545768
1,246 Distributed Evaluation of Subgraph Queries Using Worst-case Optimal Low-Memory Dataflows 2018 VLDB 0.00011504088
2,024 Efficient Algorithms for Densest Subgraph Discovery 2019 VLDB 9.2907829e-05
2,187 Subgraph Matching: on Compression and Computation 2018 VLDB 8.9966682e-05
2,522 Fractal: A General-Purpose Graph Pattern Mining System 2019 SIGMOD 8.4713567e-05
2,607 GPU-Accelerated Subgraph Enumeration on Partitioned Graphs 2020 SIGMOD 8.3489531e-05
2,731 Neural Subgraph Counting with Wasserstein Estimator 2022 SIGMOD 8.1959181e-05
2,915 GraphScope: A Unified Engine For Big Graph Processing 2021 VLDB 7.9666977e-05
3,102 Efficient GPU-Accelerated Subgraph Matching 2023 SIGMOD 7.7568687e-05
3,194 GuP: Fast Subgraph Matching by Guard-based Pruning 2023 SIGMOD 7.6491858e-05
3,821 Distributed Subgraph Matching on Timely Dataflow 2019 VLDB 7.0933895e-05
4,158 HUGE: An Efficient and Scalable Subgraph Enumeration System 2021 SIGMOD 6.8628196e-05
4,563 Circinus: Fast Redundancy-Reduced Subgraph Matching 2023 SIGMOD 6.6291459e-05
4,983 A Comprehensive Survey and Experimental Study of Subgraph Matching: Trends, Unbiasedness, and Interaction 2024 SIGMOD 6.4127092e-05
5,296 Fast and Robust Distributed Subgraph Enumeration 2019 VLDB 6.2782852e-05
5,581 Subgraph Matching over Graph Federation 2022 VLDB 6.1624715e-05
6,924 SUFF: Accelerating Subgraph Matching with Historical Data 2023 VLDB 5.738697e-05
7,150 BSX : Subgraph Matching with Batch Backtracking Search 2025 SIGMOD 5.687428e-05
7,418 Distributed Hop-Constrained s-t Simple Path Enumeration at Billion Scale 2022 VLDB 5.6236086e-05
9,478 Parallel Query Processing: To Separate Communication from Computation 2022 SIGMOD 5.2634238e-05
9,532 Banyan: A Scoped Dataflow Engine for Graph Query Service 2022 VLDB 5.2537948e-05
9,693 Subgraph Matching: A New Decomposition Based Approach 2025 VLDB 5.2351259e-05
10,204 Beyond Maximum Common Subgraph: A Framework Maximizing Shared Computation for Multi-Query Subgraph Matching 2026 SIGMOD 5.093636e-05
10,312 BEE: Towards Redundancy Reduction via Block-Separator Decomposition for Subgraph Matching 2026 SIGMOD 5.093636e-05
10,419 A Comprehensive Survey of Subgraph Matching: [Experiments & Analysis] 2026 SIGMOD 5.093636e-05
10,524 A Semantics-aware Approach for Graph Edit Distance Estimation over Knowledge Graphs 2026 VLDB 5.093636e-05
10,558 Characterizing Parallel Subgraph Matching Performance: A Systematic Study of Interactions, Scalability, and Enumeration 2026 VLDB 5.093636e-05
10,606 Efficient Partition-based Approaches for Diversified Top-k Subgraph Matching 2026 VLDB 5.093636e-05
10,885 Efficient and Accurate Subgraph Counting: A Bottom-up Flow-learning Based Approach 2025 VLDB 5.093636e-05
10,952 Accelerating Subgraph Matching through Fine-grained and Powerful Equivalences 2025 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

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