Effective Community Search for Large Attributed Graphs
Summary: Introduces attributed community search that jointly enforces graph cohesion and shared keywords, enabling precise, personalized communities. The CL-tree index and three search algorithms scale effectively on large Flickr, DBLP, Tencent, and DBpedia graphs. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yixiang Fang (University of Hong Kong)
- 2. Reynold Cheng (University of Hong Kong)
- 3. Siqiang Luo (University of Hong Kong)
- 4. Jiafeng Hu (University of Hong Kong)
BibTeX Citation
@article{fang_vldb16,
title = {{Effective Community Search for Large Attributed Graphs}},
author = {Fang, Yixiang and Cheng, Reynold and Luo, Siqiang and Hu, Jiafeng},
journal = {PVLDB},
series = {{VLDB} '16},
volume = {9},
number = {12},
pages = {1233},
doi = {10.14778/2994509.2994538},
url = {https://doi.org/10.14778/2994509.2994538},
year = {2016}
}Incoming Citations (Sorted by Pagerank)
Showing 49 of 49 citing papers.
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Outgoing Citations (Sorted by Pagerank)
Showing 12 of 12 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 161 | Mining Frequent Patterns without Candidate Generation | 2000 | SIGMOD | 0.00027981772 |
| 189 | Querying K-Truss Community in Large and Dynamic Graphs | 2014 | SIGMOD | 0.00026114928 |
| 272 | BLINKS: Ranked Keyword Searches on Graphs | 2007 | SIGMOD | 0.00022695855 |
| 273 | Online Search of Overlapping Communities | 2013 | SIGMOD | 0.00022671795 |
| 276 | Local Search of Communities in Large Graphs | 2014 | SIGMOD | 0.00022620623 |
| 302 | Bidirectional Expansion For Keyword Search on Graph Databases | 2005 | VLDB | 0.00021963347 |
| 364 | Graph Clustering Based on Structural/Attribute Similarities | 2009 | VLDB | 0.00020054172 |
| 982 | Influential Community Search in Large Networks | 2015 | VLDB | 0.0001283311 |
| 1,128 | Graph Pattern Matching: From Intractable to Polynomial Time | 2010 | VLDB | 0.0001206219 |
| 2,644 | A Model-based Approach to Attributed Graph Clustering | 2012 | SIGMOD | 8.3043854e-05 |
| 2,691 | Keyword Search in Graphs: Finding r-cliques | 2011 | VLDB | 8.2499521e-05 |
| 4,832 | Association Rules with Graph Patterns | 2015 | VLDB | 6.4877e-05 |
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