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 |
|---|---|---|---|---|
| 5,302 | Distributed D-core Decomposition over Large Directed Graphs | 2022 | VLDB | 5.5746393e-05 |
| 5,599 | Neighborhood-based Hypergraph Core Decomposition | 2023 | VLDB | 5.4164926e-05 |
| 6,528 | Fast Algorithms for Core Maximization on Large Graphs | 2022 | VLDB | 5.0198578e-05 |
| 7,339 | Scalable Time-Range k-Core Query on Temporal Graphs | 2023 | VLDB | 4.7530782e-05 |
| 8,017 | Efficient Star-based Truss Maintenance on Dynamic Graphs | 2023 | SIGMOD | 4.6014683e-05 |
| 8,982 | Truss-based Community Search over Streaming Directed Graphs | 2024 | VLDB | 4.413691e-05 |
| 9,409 | A Counting-based Approach for Efficient k-Clique Densest Subgraph Discovery | 2024 | SIGMOD | 4.3399748e-05 |
| 9,484 | MCR-Tree: An Efficient Index for Multi-dimensional Core Search | 2024 | SIGMOD | 4.3300131e-05 |
| 9,950 | Parallel Colorful h-star Core Maintenance in Dynamic Graphs | 2023 | VLDB | 4.236537e-05 |
| 10,246 | Anchored Maximum Communities over Large Directed Graphs | 2026 | VLDB | 4.1905499e-05 |
| 10,604 | Truss Decomposition in Hypergraphs | 2025 | VLDB | 4.1905499e-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 |
|---|---|---|---|---|
| 106 | Truss Decomposition in Massive Networks | 2012 | VLDB | 0.00048373761 |
| 354 | Local Search of Communities in Large Graphs | 2014 | SIGMOD | 0.00026253833 |
| 682 | Finding Maximal Cliques in Massive Networks by H*-graph | 2010 | SIGMOD | 0.0001816451 |
| 966 | Streaming Algorithms for k-core Decomposition | 2013 | VLDB | 0.00014947141 |
| 1,150 | K-Core Decomposition of Large Networks on a Single PC | 2016 | VLDB | 0.00013647447 |
| 1,641 | Truss-based Community Search over Large Directed Graphs | 2020 | SIGMOD | 0.00011044805 |
| 1,650 | Efficient Enumeration of Maximal k-Plexes | 2015 | SIGMOD | 0.00011002771 |
| 1,837 | Distance-generalized Core Decomposition | 2019 | SIGMOD | 0.00010355705 |
| 2,043 | Local Algorithms for Hierarchical Dense Subgraph Discovery | 2019 | VLDB | 9.6970812e-05 |
| 2,291 | Effective and Efficient Community Search over Large Heterogeneous Information Networks | 2020 | VLDB | 9.0894835e-05 |
| 2,685 | Truss Decomposition of Probabilistic Graphs: Semantics and Algorithms | 2016 | SIGMOD | 8.314724e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 966 | Streaming Algorithms for k-core Decomposition | 2013 | VLDB | 0.00014947141 |
| 9,146 | Accelerating Core Decomposition in Billion-Scale Hypergraphs | 2025 | SIGMOD | 4.380727e-05 |
| 10,375 | A Local Search Approach to Efficient (k, p)-Core Maintenance | 2025 | SIGMOD | 4.1905499e-05 |
| 2,043 | Local Algorithms for Hierarchical Dense Subgraph Discovery | 2019 | VLDB | 9.6970812e-05 |
| 10,505 | Parallel k-Core Decomposition: Theory and Practice | 2025 | SIGMOD | 4.1905499e-05 |
| 6,509 | Efficient Parallel D-core Decomposition at Scale | 2024 | VLDB | 5.0273291e-05 |
| 3,323 | Hierarchical Core Maintenance on Large Dynamic Graphs | 2021 | VLDB | 7.2170169e-05 |
| 5,302 | Distributed D-core Decomposition over Large Directed Graphs | 2022 | VLDB | 5.5746393e-05 |
| 1,837 | Distance-generalized Core Decomposition | 2019 | SIGMOD | 0.00010355705 |
| 9,950 | Parallel Colorful h-star Core Maintenance in Dynamic Graphs | 2023 | VLDB | 4.236537e-05 |