Hierarchical Core Maintenance on Large Dynamic Graphs
Summary: Hierarchical k-core maintenance for dynamic graphs; incrementally updates the k-core hierarchy by exploiting inter-core relations. Local update techniques target affected areas via structural properties, achieving up to 1,000× speedups on 10 real-world graphs. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Zhe Lin (East China Normal University)
- 2. Fan Zhang (Guangdong University of Technology)
- 3. Xuemin Lin (East China Normal University; University of New South Wales)
- 4. Wenjie Zhang (University of New South Wales)
- 5. Zhihong Tian (Guangdong University of Technology)
BibTeX Citation
@article{lin_vldb21,
title = {{Hierarchical Core Maintenance on Large Dynamic Graphs}},
author = {Lin, Zhe and Zhang, Fan and Lin, Xuemin and Zhang, Wenjie and Tian, Zhihong},
journal = {PVLDB},
series = {{VLDB} '21},
volume = {14},
number = {5},
pages = {757--770},
doi = {10.14778/3446095.3446099},
url = {https://doi.org/10.14778/3446095.3446099},
year = {2021}
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