Local Search of Communities in Large Graphs
Summary: Local search strategy for community search in large graphs; confines exploration to a vertex's neighborhood rather than a global traversal. Non-monotonic minimum-degree quality measure complicates local search; the paper proposes theories and algorithms and validates them on synthetic and real networks with millions of nodes. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Wanyun Cui (Fudan University)
- 2. Yanghua Xiao (Fudan University)
- 3. Haixun Wang (Google; Microsoft)
- 4. Wei Wang (Fudan University)
BibTeX Citation
@inproceedings{cui_sigmod14,
title = {{Local Search of Communities in Large Graphs}},
author = {Cui, Wanyun and Xiao, Yanghua and Wang, Haixun and Wang, Wei},
series = {{SIGMOD} '14},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2588555.2612179},
url = {https://dl.acm.org/doi/10.1145/2588555.2612179},
year = {2014}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 51 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,496 | Finding Time-Proximity Communities in Temporal Heterogeneous Information Networks | 2025 | VLDB | 4.9605343e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 274 | Online Search of Overlapping Communities | 2013 | SIGMOD | 0.00022499515 |
| 373 | Graph Clustering Based on Structural/Attribute Similarities | 2009 | VLDB | 0.00019709993 |
| 1,179 | Local Graph Sparsification for Scalable Clustering | 2011 | SIGMOD | 0.00011604775 |
| 3,540 | Scalable Discovery of Best Clusters on Large Graphs | 2010 | VLDB | 7.1983141e-05 |
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