Local Algorithms for Distance-generalized Core Decomposition over Large Dynamic Graphs
Summary: Recasts (k,h)-core decomposition via pairwise h-attainability and an n-order H-index, replacing sequential peeling with a parallelizable local algorithm. Extends it to dynamic maintenance, achieving 10–1000× faster decomposition and 10–100× lower update costs. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Qing Liu (Hong Kong Baptist University)
- 2. Xuliang Zhu (Hong Kong Baptist University)
- 3. Xin Huang (Hong Kong Baptist University)
- 4. Jianliang Xu (Hong Kong Baptist University)
BibTeX Citation
@article{liu_vldb21,
title = {{Local Algorithms for Distance-generalized Core Decomposition over Large Dynamic Graphs}},
author = {Liu, Qing and Zhu, Xuliang and Huang, Xin and Xu, Jianliang},
journal = {PVLDB},
series = {{VLDB} '21},
volume = {14},
number = {9},
pages = {1531--1543},
doi = {10.14778/3461535.3461542},
url = {https://doi.org/10.14778/3461535.3461542},
year = {2021}
}Incoming Citations (Sorted by Pagerank)
Showing 11 of 11 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,867 | Distributed D-core Decomposition over Large Directed Graphs | 2022 | VLDB | 6.9581326e-05 |
| 4,314 | Neighborhood-based Hypergraph Core Decomposition | 2023 | VLDB | 6.6695257e-05 |
| 6,548 | Fast Algorithms for Core Maximization on Large Graphs | 2022 | VLDB | 5.7507029e-05 |
| 6,767 | Scalable Time-Range k-Core Query on Temporal Graphs | 2023 | VLDB | 5.6869663e-05 |
| 7,807 | A Counting-based Approach for Efficient k-Clique Densest Subgraph Discovery | 2024 | SIGMOD | 5.4495451e-05 |
| 8,066 | Efficient Star-based Truss Maintenance on Dynamic Graphs | 2023 | SIGMOD | 5.3950351e-05 |
| 8,419 | Truss Decomposition in Hypergraphs | 2025 | VLDB | 5.3350162e-05 |
| 8,853 | MCR-Tree: An Efficient Index for Multi-dimensional Core Search | 2024 | SIGMOD | 5.2641151e-05 |
| 9,150 | Truss-based Community Search over Streaming Directed Graphs | 2024 | VLDB | 5.21801e-05 |
| 10,327 | Parallel Colorful h-star Core Maintenance in Dynamic Graphs | 2023 | VLDB | 5.0333462e-05 |
| 10,718 | Anchored Maximum Communities over Large Directed Graphs | 2026 | VLDB | 4.9793485e-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.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 100 | Truss Decomposition in Massive Networks | 2012 | VLDB | 0.00033977856 |
| 285 | Local Search of Communities in Large Graphs | 2014 | SIGMOD | 0.00022150572 |
| 645 | Finding Maximal Cliques in Massive Networks by H*-graph | 2010 | SIGMOD | 0.00015213733 |
| 758 | Streaming Algorithms for k-core Decomposition | 2013 | VLDB | 0.00014188163 |
| 834 | K-Core Decomposition of Large Networks on a Single PC | 2016 | VLDB | 0.00013583208 |
| 1,354 | Truss-based Community Search over Large Directed Graphs | 2020 | SIGMOD | 0.0001092812 |
| 1,443 | Local Algorithms for Hierarchical Dense Subgraph Discovery | 2019 | VLDB | 0.00010635542 |
| 1,616 | Efficient Enumeration of Maximal k-Plexes | 2015 | SIGMOD | 0.00010066712 |
| 1,648 | Distance-generalized Core Decomposition | 2019 | SIGMOD | 9.9863775e-05 |
| 1,663 | Effective and Efficient Community Search over Large Heterogeneous Information Networks | 2020 | VLDB | 9.9441685e-05 |
| 2,086 | Truss Decomposition of Probabilistic Graphs: Semantics and Algorithms | 2016 | SIGMOD | 9.0689711e-05 |
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