Approximate Closest Community Search in Networks
Summary: Introduces closest truss community search to curb free riders by maximizing trussness while minimizing diameter around query nodes. Despite strong inapproximability, a greedy 2-approximation plus truss indexing and deletion optimizations enables scalable search. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Xin Huang (University of British Columbia)
- 2. Laks V.S. Lakshmanan (University of British Columbia)
- 3. Jeffrey Xu Yu (Chinese University of Hong Kong)
- 4. Hong Cheng (Chinese University of Hong Kong)
BibTeX Citation
@article{huang_vldb16,
title = {{Approximate Closest Community Search in Networks}},
author = {Huang, Xin and Lakshmanan, Laks V.S. and Yu, Jeffrey Xu and Cheng, Hong},
journal = {PVLDB},
series = {{VLDB} '16},
volume = {9},
number = {4},
pages = {276--287},
doi = {10.14778/2850583.2850588},
url = {https://doi.org/10.14778/2850583.2850588},
year = {2016}
}Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 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 |
| 184 | Querying K-Truss Community in Large and Dynamic Graphs | 2014 | SIGMOD | 0.00026100147 |
| 284 | Online Search of Overlapping Communities | 2013 | SIGMOD | 0.00022208562 |
| 285 | Local Search of Communities in Large Graphs | 2014 | SIGMOD | 0.00022150572 |
| 830 | Robust Local Community Detection: On Free Rider Effect and Its Elimination | 2015 | VLDB | 0.00013605481 |
| 1,007 | Influential Community Search in Large Networks | 2015 | VLDB | 0.00012556573 |
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