Local Algorithms for Distance-generalized Core Decomposition over Large Dynamic Graphs
Summary: Introduces a parallelizable local algorithm for distance-generalized (k,h)-core decomposition, with pairwise h-attainability index and n-order H-index to exploit locality. Also extends to dynamic maintenance, achieving 1–3× faster decomposition and 1–2× lower maintenance costs on real-world graphs. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Qing Liu
- 2. Xuliang Zhu
- 3. Xin Huang
- 4. Jianliang Xu
Incoming Citations (Sorted by Pagerank)
Showing 11 of 11 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,298 | Distributed D-core Decomposition over Large Directed Graphs | 2022 | VLDB | 5.5799987e-05 |
| 5,589 | Neighborhood-based Hypergraph Core Decomposition | 2023 | VLDB | 5.4216989e-05 |
| 6,530 | Fast Algorithms for Core Maximization on Large Graphs | 2022 | VLDB | 5.0246792e-05 |
| 7,341 | Scalable Time-Range k-Core Query on Temporal Graphs | 2023 | VLDB | 4.7576413e-05 |
| 8,014 | Efficient Star-based Truss Maintenance on Dynamic Graphs | 2023 | SIGMOD | 4.6058845e-05 |
| 8,975 | Truss-based Community Search over Streaming Directed Graphs | 2024 | VLDB | 4.4179255e-05 |
| 9,403 | A Counting-based Approach for Efficient k-Clique Densest Subgraph Discovery | 2024 | SIGMOD | 4.3441378e-05 |
| 9,482 | MCR-Tree: An Efficient Index for Multi-dimensional Core Search | 2024 | SIGMOD | 4.3341665e-05 |
| 9,951 | Parallel Colorful h-star Core Maintenance in Dynamic Graphs | 2023 | VLDB | 4.2405999e-05 |
| 10,246 | Anchored Maximum Communities over Large Directed Graphs | 2026 | VLDB | 4.1945683e-05 |
| 10,596 | Truss Decomposition in Hypergraphs | 2025 | VLDB | 4.1945683e-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 |
|---|---|---|---|---|
| 108 | Truss Decomposition in Massive Networks | 2012 | VLDB | 0.00048300163 |
| 353 | Local Search of Communities in Large Graphs | 2014 | SIGMOD | 0.00026277992 |
| 686 | Finding Maximal Cliques in Massive Networks by H*-graph | 2010 | SIGMOD | 0.00018178029 |
| 966 | Streaming Algorithms for k-core Decomposition | 2013 | VLDB | 0.00014960672 |
| 1,150 | K-Core Decomposition of Large Networks on a Single PC | 2016 | VLDB | 0.00013657353 |
| 1,637 | Truss-based Community Search over Large Directed Graphs | 2020 | SIGMOD | 0.0001105259 |
| 1,650 | Efficient Enumeration of Maximal k-Plexes | 2015 | SIGMOD | 0.00011013428 |
| 1,836 | Distance-generalized Core Decomposition | 2019 | SIGMOD | 0.00010365753 |
| 2,039 | Local Algorithms for Hierarchical Dense Subgraph Discovery | 2019 | VLDB | 9.7061003e-05 |
| 2,286 | Effective and Efficient Community Search over Large Heterogeneous Information Networks | 2020 | VLDB | 9.0982591e-05 |
| 2,684 | Truss Decomposition of Probabilistic Graphs: Semantics and Algorithms | 2016 | SIGMOD | 8.3136866e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 966 | Streaming Algorithms for k-core Decomposition | 2013 | VLDB | 0.00014960672 |
| 9,146 | Accelerating Core Decomposition in Billion-Scale Hypergraphs | 2025 | SIGMOD | 4.3849295e-05 |
| 10,363 | A Local Search Approach to Efficient (k, p)-Core Maintenance | 2025 | SIGMOD | 4.1945683e-05 |
| 2,039 | Local Algorithms for Hierarchical Dense Subgraph Discovery | 2019 | VLDB | 9.7061003e-05 |
| 10,495 | Parallel k-Core Decomposition: Theory and Practice | 2025 | SIGMOD | 4.1945683e-05 |
| 6,513 | Efficient Parallel D-core Decomposition at Scale | 2024 | VLDB | 5.0321577e-05 |
| 3,321 | Hierarchical Core Maintenance on Large Dynamic Graphs | 2021 | VLDB | 7.223972e-05 |
| 5,298 | Distributed D-core Decomposition over Large Directed Graphs | 2022 | VLDB | 5.5799987e-05 |
| 1,836 | Distance-generalized Core Decomposition | 2019 | SIGMOD | 0.00010365753 |
| 9,951 | Parallel Colorful h-star Core Maintenance in Dynamic Graphs | 2023 | VLDB | 4.2405999e-05 |