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)
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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 |
|---|---|---|---|---|
| 164 | Mining Frequent Patterns without Candidate Generation | 2000 | SIGMOD | 0.00027412227 |
| 184 | Querying K-Truss Community in Large and Dynamic Graphs | 2014 | SIGMOD | 0.00026100147 |
| 270 | BLINKS: Ranked Keyword Searches on Graphs | 2007 | SIGMOD | 0.00022599109 |
| 284 | Online Search of Overlapping Communities | 2013 | SIGMOD | 0.00022208562 |
| 285 | Local Search of Communities in Large Graphs | 2014 | SIGMOD | 0.00022150572 |
| 293 | Bidirectional Expansion For Keyword Search on Graph Databases | 2005 | VLDB | 0.00021943678 |
| 375 | Graph Clustering Based on Structural/Attribute Similarities | 2009 | VLDB | 0.00019628745 |
| 1,007 | Influential Community Search in Large Networks | 2015 | VLDB | 0.00012556573 |
| 1,148 | Graph Pattern Matching: From Intractable to Polynomial Time | 2010 | VLDB | 0.00011809728 |
| 2,692 | A Model-based Approach to Attributed Graph Clustering | 2012 | SIGMOD | 8.1241746e-05 |
| 2,731 | Keyword Search in Graphs: Finding r-cliques | 2011 | VLDB | 8.0838142e-05 |
| 4,858 | Association Rules with Graph Patterns | 2015 | VLDB | 6.3793644e-05 |
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| 1 | 4,954 | Effective Community Search over Large Star-Schema Heterogeneous Information Networks | 2022 | VLDB |
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| 5 | 184 | Querying K-Truss Community in Large and Dynamic Graphs | 2014 | SIGMOD |
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| 7 | 11,329 | Effective and Efficient Community Search for Complex Network Semantics Capture: From Coarse-Grain to Fine-Grain | 2025 | VLDB |
| 8 | 8,644 | Cohesiveness-aware Hierarchical Compressed Index for Community Search on Attributed Graphs | 2025 | SIGMOD |
| 9 | 7,150 | Topic-based Community Search over Spatial-Social Networks | 2020 | VLDB |
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