Subgraph Matching over Graph Federation
Summary: Introduces graph federation and FedGraph, a three-phase framework for subgraph matching across heterogeneous, temporarily federated sources. Approximation-driven decomposition, distributed matching, and joining cut runtime 37.3× and communication 61.8× versus prior methods. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Ye Yuan (Beijing Institute of Technology)
- 2. Delong Ma (Northeastern University)
- 3. Zhenyu Wen (Zhejiang University)
- 4. Zhiwei Zhang (Beijing Institute of Technology)
- 5. Guoren Wang (Beijing Institute of Technology)
BibTeX Citation
@article{yuan_vldb22,
title = {{Subgraph Matching over Graph Federation}},
author = {Yuan, Ye and Ma, Delong and Wen, Zhenyu and Zhang, Zhiwei and Wang, Guoren},
journal = {PVLDB},
series = {{VLDB} '22},
volume = {15},
number = {3},
pages = {437--450},
doi = {10.14778/3494124.3494129},
url = {https://doi.org/10.14778/3494124.3494129},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,149 | Efficient Exact Subgraph Matching via GNN-based Path Dominance Embedding | 2024 | VLDB | 5.9581422e-05 |
| 6,857 | RAGraph: A Region-Aware Framework for Geo-Distributed Graph Processing | 2024 | VLDB | 5.7525746e-05 |
| 7,391 | CommunityAF: An Example-based Community Search Method via Autoregressive Flow | 2023 | VLDB | 5.626608e-05 |
| 10,419 | A Comprehensive Survey of Subgraph Matching: [Experiments & Analysis] | 2026 | SIGMOD | 5.093636e-05 |
| 10,685 | U-DPAP: Utility-aware Efficient Range Counting on Privacy-preserving Spatial Data Federation | 2025 | SIGMOD | 5.093636e-05 |
| 10,817 | OpenFGL: A Comprehensive Benchmark for Federated Graph Learning | 2025 | VLDB | 5.093636e-05 |
| 11,075 | Mix & Match: Subgraph Matching for Absolute Coverage | 2025 | VLDB | 5.093636e-05 |
| 11,217 | FusionQuery: On-demand Fusion Queries over Multi-source Heterogeneous Data | 2024 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 20 of 20 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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