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 |
|---|---|---|---|---|
| 3,855 | Distributed D-core Decomposition over Large Directed Graphs | 2022 | VLDB | 7.0712144e-05 |
| 4,916 | Neighborhood-based Hypergraph Core Decomposition | 2023 | VLDB | 6.4474058e-05 |
| 6,465 | Fast Algorithms for Core Maximization on Large Graphs | 2022 | VLDB | 5.871325e-05 |
| 6,635 | Scalable Time-Range k-Core Query on Temporal Graphs | 2023 | VLDB | 5.8174952e-05 |
| 8,011 | Efficient Star-based Truss Maintenance on Dynamic Graphs | 2023 | SIGMOD | 5.5074939e-05 |
| 8,687 | MCR-Tree: An Efficient Index for Multi-dimensional Core Search | 2024 | SIGMOD | 5.3849387e-05 |
| 8,991 | Truss-based Community Search over Streaming Directed Graphs | 2024 | VLDB | 5.3377754e-05 |
| 9,519 | A Counting-based Approach for Efficient k-Clique Densest Subgraph Discovery | 2024 | SIGMOD | 5.2562724e-05 |
| 10,100 | Parallel Colorful h-star Core Maintenance in Dynamic Graphs | 2023 | VLDB | 5.1488731e-05 |
| 10,534 | Anchored Maximum Communities over Large Directed Graphs | 2026 | VLDB | 5.093636e-05 |
| 10,857 | Truss Decomposition in Hypergraphs | 2025 | VLDB | 5.093636e-05 |
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 102 | Truss Decomposition in Massive Networks | 2012 | VLDB | 0.00034255289 |
| 276 | Local Search of Communities in Large Graphs | 2014 | SIGMOD | 0.00022620623 |
| 674 | Finding Maximal Cliques in Massive Networks by H*-graph | 2010 | SIGMOD | 0.00015081844 |
| 793 | Streaming Algorithms for k-core Decomposition | 2013 | VLDB | 0.00013978774 |
| 825 | K-Core Decomposition of Large Networks on a Single PC | 2016 | VLDB | 0.00013779895 |
| 1,328 | Truss-based Community Search over Large Directed Graphs | 2020 | SIGMOD | 0.00011140898 |
| 1,416 | Local Algorithms for Hierarchical Dense Subgraph Discovery | 2019 | VLDB | 0.00010839488 |
| 1,633 | Efficient Enumeration of Maximal k-Plexes | 2015 | SIGMOD | 0.00010164289 |
| 1,640 | Distance-generalized Core Decomposition | 2019 | SIGMOD | 0.00010153865 |
| 1,647 | Effective and Efficient Community Search over Large Heterogeneous Information Networks | 2020 | VLDB | 0.00010125633 |
| 2,323 | Truss Decomposition of Probabilistic Graphs: Semantics and Algorithms | 2016 | SIGMOD | 8.750808e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 4,916 | Neighborhood-based Hypergraph Core Decomposition | 2023 | VLDB |
| 2 | 9,301 | Accelerating Core Decomposition in Billion-Scale Hypergraphs | 2025 | SIGMOD |
| 3 | 10,656 | A Local Search Approach to Efficient (k, p)-Core Maintenance | 2025 | SIGMOD |
| 4 | 1,416 | Local Algorithms for Hierarchical Dense Subgraph Discovery | 2019 | VLDB |
| 5 | 10,772 | Parallel k-Core Decomposition: Theory and Practice | 2025 | SIGMOD |
| 6 | 6,617 | Efficient Parallel D-core Decomposition at Scale | 2024 | VLDB |
| 7 | 2,826 | Hierarchical Core Maintenance on Large Dynamic Graphs | 2021 | VLDB |
| 8 | 3,855 | Distributed D-core Decomposition over Large Directed Graphs | 2022 | VLDB |
| 9 | 1,640 | Distance-generalized Core Decomposition | 2019 | SIGMOD |
| 10 | 10,100 | Parallel Colorful h-star Core Maintenance in Dynamic Graphs | 2023 | VLDB |