Discovering Large Dense Subgraphs in Massive Graphs
Summary: Shingles-based recursive fingerprinting for large dense subgraphs in massive graphs; scalable on a single machine to tens of billions of edges. On a 50M-host, 11B-edge Web graph, it finds hundreds of giant dense subgraphs and proposes dense-subgraph extraction for spam detection in search engines. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. David Gibson (IBM)
- 2. Ravi Kumar (IBM)
- 3. Andrew Tomkins (IBM)
BibTeX Citation
@article{gibson_vldb05,
title = {{Discovering Large Dense Subgraphs in Massive Graphs}},
author = {Gibson, David and Kumar, Ravi and Tomkins, Andrew},
journal = {PVLDB},
series = {{VLDB} '05},
pages = {721--732},
year = {2005}
}Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,980 | Extracting large-scale knowledge bases from the web | 1999 | VLDB | 6.0211324e-05 |
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