Neighborhood-based Hypergraph Core Decomposition
Summary: Introduces neighborhood-based hypergraph cores that capture neighborhood cohesion, unlike degree-, clique-, or bipartite-based decompositions. Peel/E-Peel and parallel Local-core scale to 27M nodes; a joint (neighborhood, degree)-core improves diffusion analysis. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Naheed Anjum Arafat (National University of Singapore)
- 2. Arijit Khan (Aalborg University)
- 3. Arpit Kumar Rai (Indian Institute of Technology Kanpur)
- 4. Bishwamittra Ghosh (National University of Singapore)
BibTeX Citation
@article{arafat_vldb23,
title = {{Neighborhood-based Hypergraph Core Decomposition}},
author = {Arafat, Naheed Anjum and Khan, Arijit and Rai, Arpit Kumar and Ghosh, Bishwamittra},
journal = {PVLDB},
series = {{VLDB} '23},
volume = {16},
number = {9},
pages = {2061--2074},
doi = {10.14778/3598581.3598582},
url = {https://doi.org/10.14778/3598581.3598582},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,419 | Truss Decomposition in Hypergraphs | 2025 | VLDB | 5.3350162e-05 |
| 8,671 | Enabling Window-Based Monotonic Graph Analytics with Reusable Transitional Results for Pattern-Consistent Queries | 2024 | VLDB | 5.2917782e-05 |
| 8,853 | MCR-Tree: An Efficient Index for Multi-dimensional Core Search | 2024 | SIGMOD | 5.2641151e-05 |
| 9,474 | Accelerating Core Decomposition in Billion-Scale Hypergraphs | 2025 | SIGMOD | 5.1708619e-05 |
| 10,442 | Efficient Anchored Densest Subgraph Discovery: Improved Time Complexity and Practical Performance | 2026 | SIGMOD | 4.9793485e-05 |
| 10,562 | Efficient and Scalable Directed Densest Subgraph Discovery | 2026 | SIGMOD | 4.9793485e-05 |
| 10,806 | Efficient Hyper-truss Decomposition over Hypergraphs | 2026 | VLDB | 4.9793485e-05 |
| 11,312 | X-Blossom: Massive Parallelization of Graph Maximum Matching | 2025 | 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 |
| 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 |
| 1,648 | Distance-generalized Core Decomposition | 2019 | SIGMOD | 9.9863775e-05 |
| 2,042 | Efficient Algorithms for Densest Subgraph Discovery | 2019 | VLDB | 9.1416822e-05 |
| 2,251 | Counter Strike: Generic Top-Down Join Enumeration for Hypergraphs | 2013 | VLDB | 8.7511987e-05 |
| 3,539 | Hypergraph Motifs: Concepts, Algorithms, and Discoveries | 2020 | VLDB | 7.2173698e-05 |
| 5,263 | Social Hash Partitioner: A Scalable Distributed Hypergraph Partitioner | 2017 | VLDB | 6.2041953e-05 |
| 5,599 | MEGA: Multi-View Semi-Supervised Clustering of Hypergraphs | 2020 | VLDB | 6.0711441e-05 |
| 5,720 | Local Algorithms for Distance-generalized Core Decomposition over Large Dynamic Graphs | 2021 | VLDB | 6.018559e-05 |
| 5,752 | On A Quest for Combating Filter Bubbles and Misinformation | 2022 | SIGMOD | 6.006451e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 834 | K-Core Decomposition of Large Networks on a Single PC | 2016 | VLDB |
| 2 | 758 | Streaming Algorithms for k-core Decomposition | 2013 | VLDB |
| 3 | 1,648 | Distance-generalized Core Decomposition | 2019 | SIGMOD |
| 4 | 10,327 | Parallel Colorful h-star Core Maintenance in Dynamic Graphs | 2023 | VLDB |
| 5 | 6,651 | Efficient Parallel D-core Decomposition at Scale | 2024 | VLDB |
| 6 | 3,867 | Distributed D-core Decomposition over Large Directed Graphs | 2022 | VLDB |
| 7 | 1,443 | Local Algorithms for Hierarchical Dense Subgraph Discovery | 2019 | VLDB |
| 8 | 10,806 | Efficient Hyper-truss Decomposition over Hypergraphs | 2026 | VLDB |
| 9 | 5,720 | Local Algorithms for Distance-generalized Core Decomposition over Large Dynamic Graphs | 2021 | VLDB |
| 10 | 9,474 | Accelerating Core Decomposition in Billion-Scale Hypergraphs | 2025 | SIGMOD |