On Triangulation-based Dense Neighborhood Graph Discovery

Summary: Introduces DN-graphs, dense subgraphs defined jointly by size and minimum pairwise interaction. Iterative, triangle-scanning triangulation algorithms approximate their discovery without materializing triangles, enabling pay-as-you-go mining with small memory—even in semi-streaming settings. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: h5cfd2fbd92edd49c
Venue: VLDB
Year: 2011
Pagerank: 0.00022748633
Overall Rank: 265 | 98.22%
DOI: 10.14778/1921071.1921073

Incoming Non-self Citations Over Time

Authors

1. Nan Wang (National University of Singapore)
2. Jingbo Zhang (National University of Singapore)
3. Kian-Lee Tan (National University of Singapore)
4. Anthony K. H. Tung (National University of Singapore)

BibTeX Citation

@article{wang_vldb11,
        title = {{On Triangulation-based Dense Neighborhood Graph Discovery}},
        author = {Wang, Nan and Zhang, Jingbo and Tan, Kian-Lee and Tung, Anthony K. H.},
        journal = {PVLDB},
        series = {{VLDB} '11},
        volume = {4},
        number = {2},
        pages = {58--69},
        doi = {10.14778/1921071.1921073},
        url = {https://doi.org/10.14778/1921071.1921073},
        year = {2011}
}

Incoming Citations (Sorted by Pagerank)

Showing 19 of 19 citing papers.

Rank	Citing 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
589	Large Scale Cohesive Subgraphs Discovery for Social Network Visual Analysis	2013	VLDB	0.00015905948
600	Massive Graph Triangulation	2013	SIGMOD	0.00015740352
1,007	Influential Community Search in Large Networks	2015	VLDB	0.00012556573
1,209	KClist++: A Simple Algorithm for Finding k-Clique Densest Subgraphs in Large Graphs	2020	VLDB	0.00011534572
2,019	Speeding Up Set Intersections in Graph Algorithms using SIMD Instructions	2018	SIGMOD	9.1750421e-05
2,146	Maximum Co-located Community Search in Large Scale Social Networks	2018	VLDB	8.9595369e-05
2,540	Efficient Structural Graph Clustering: An Index-Based Approach	2018	VLDB	8.3274854e-05
2,702	TreeSpan: Efficiently Computing Similarity All-Matching	2012	SIGMOD	8.1177147e-05
2,836	SCAN++: Efficient Algorithm for Finding Clusters, Hubs and Outliers on Large-scale Graphs	2015	VLDB	7.9547269e-05
3,328	Index-based Optimal Algorithms for Computing Steiner Components with Maximum Connectivity	2015	SIGMOD	7.4193937e-05
3,412	Scaling Up k-Clique Densest Subgraph Detection	2023	SIGMOD	7.3251247e-05
5,662	Efficiently Computing k-Edge Connected Components via Graph Decomposition	2013	SIGMOD	6.0472942e-05
6,211	I/O Efficient ECC Graph Decomposition via Graph Reduction	2016	VLDB	5.8487355e-05
7,747	RECEIPT: REfine CoarsE-grained IndePendent Tasks for Parallel Tip decomposition of Bipartite Graphs	2021	VLDB	5.4601389e-05
8,907	On Asymptotic Cost of Triangle Listing in Random Graphs	2017	PODS	5.2559789e-05
9,351	HERO: A Hierarchical Set Partitioning and Join Framework for Speeding up the Set Intersection Over Graphs	2024	SIGMOD	5.1890979e-05

Outgoing Citations (Sorted by Pagerank)

Showing 2 of 2 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
131	Discovering Large Dense Subgraphs in Massive Graphs	2005	VLDB	0.00030242586
3,902	CSV: Visualizing and Mining Cohesive Subgraphs	2008	SIGMOD	6.9340634e-05

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