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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
hbb385eb2c93128d7
Venue
VLDB
Year
2017
Pagerank
9.1686153e-05
Overall Rank
2,022 | 86.42%
DOI
10.14778/3021924.3021928
PDF
Download (CC BY-NC-ND 4.0)

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 32 of 32 citing papers.

Rank Citing Paper Year Venue Pagerank
713 Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins 2019 VLDB 0.00014571507
1,180 In-Memory Subgraph Matching: An In-depth Study 2020 SIGMOD 0.00011622165
1,252 Distributed Evaluation of Subgraph Queries Using Worst-case Optimal Low-Memory Dataflows 2018 VLDB 0.00011334813
2,044 Efficient Algorithms for Densest Subgraph Discovery 2019 VLDB 9.1373547e-05
2,168 Subgraph Matching: on Compression and Computation 2018 VLDB 8.9292584e-05
2,468 GPU-Accelerated Subgraph Enumeration on Partitioned Graphs 2020 SIGMOD 8.4138334e-05
2,519 Fractal: A General-Purpose Graph Pattern Mining System 2019 SIGMOD 8.3494241e-05
2,635 Neural Subgraph Counting with Wasserstein Estimator 2022 SIGMOD 8.1954989e-05
2,775 GraphScope: A Unified Engine For Big Graph Processing 2021 VLDB 8.0288982e-05
3,012 Efficient GPU-Accelerated Subgraph Matching 2023 SIGMOD 7.7512751e-05
3,165 GuP: Fast Subgraph Matching by Guard-based Pruning 2023 SIGMOD 7.5735255e-05
3,881 Distributed Subgraph Matching on Timely Dataflow 2019 VLDB 6.9477894e-05
4,077 A Comprehensive Survey and Experimental Study of Subgraph Matching: Trends, Unbiasedness, and Interaction 2024 SIGMOD 6.8156109e-05
4,124 HUGE: An Efficient and Scalable Subgraph Enumeration System 2021 SIGMOD 6.7895411e-05
4,512 Circinus: Fast Redundancy-Reduced Subgraph Matching 2023 SIGMOD 6.5650165e-05
5,402 Fast and Robust Distributed Subgraph Enumeration 2019 VLDB 6.1465532e-05
5,673 Subgraph Matching over Graph Federation 2022 VLDB 6.0404425e-05
6,517 SUFF: Accelerating Subgraph Matching with Historical Data 2023 VLDB 5.7563618e-05
6,966 BSX : Subgraph Matching with Batch Backtracking Search 2025 SIGMOD 5.6301341e-05
7,250 Distributed Hop-Constrained s-t Simple Path Enumeration at Billion Scale 2022 VLDB 5.5720266e-05
9,368 Subgraph Matching: A New Decomposition Based Approach 2025 VLDB 5.1843659e-05
9,666 Parallel Query Processing: To Separate Communication from Computation 2022 SIGMOD 5.142891e-05
9,720 Banyan: A Scoped Dataflow Engine for Graph Query Service 2022 VLDB 5.1334824e-05
10,259 BEE: Towards Redundancy Reduction via Block-Separator Decomposition for Subgraph Matching 2026 SIGMOD 5.0480912e-05
10,260 A Comprehensive Survey of Subgraph Matching: [Experiments & Analysis] 2026 SIGMOD 5.0480912e-05
10,264 Accelerating Subgraph Matching through Fine-grained and Powerful Equivalences 2025 VLDB 5.0480912e-05
10,432 Beyond Maximum Common Subgraph: A Framework Maximizing Shared Computation for Multi-Query Subgraph Matching 2026 SIGMOD 4.9769913e-05
10,718 A Semantics-aware Approach for Graph Edit Distance Estimation over Knowledge Graphs 2026 VLDB 4.9769913e-05
10,750 Characterizing Parallel Subgraph Matching Performance: A Systematic Study of Interactions, Scalability, and Enumeration 2026 VLDB 4.9769913e-05
10,798 Subgraph Enumeration: Beyond Tree Decomposition 2026 VLDB 4.9769913e-05
11,062 Efficient Partition-based Approaches for Diversified Top-k Subgraph Matching 2026 VLDB 4.9769913e-05
11,294 Efficient and Accurate Subgraph Counting: A Bottom-up Flow-learning Based Approach 2025 VLDB 4.9769913e-05
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