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Approximate Anchored Densest Subgraph Search on Large Static and Dynamic Graphs

Summary: Introduces integer R-subgraph density, yielding an AADS whose objective is within <1 of anchored densest-subgraph density. Re-orientation flow and shortest-path local algorithms enable scalable static search and efficient edge-update maintenance, including large anchor sets. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
hcff3d2f51fe9ce31
Venue
VLDB
Year
2025
Pagerank
5.1349531e-05
Overall Rank
9,731 | 34.58%
DOI
10.14778/3712221.3712230

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{zhang_vldb25,
        title = {{Approximate Anchored Densest Subgraph Search on Large Static and Dynamic Graphs}},
        author = {Zhang, Qi and Zhang, Yalong and Li, Rong-Hua and Wang, Guoren},
        journal = {PVLDB},
        series = {{VLDB} '25},
        volume = {18},
        number = {3},
        pages = {623--636},
        doi = {10.14778/3712221.3712230},
        url = {https://doi.org/10.14778/3712221.3712230},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
10,442 Efficient Anchored Densest Subgraph Discovery: Improved Time Complexity and Practical Performance 2026 SIGMOD 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 17 of 17 cited papers.

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

Rank Cited Paper Year Venue Pagerank
184 Querying K-Truss Community in Large and Dynamic Graphs 2014 SIGMOD 0.00026100147
274 3-HOP: A High-Compression Indexing Scheme for Reachability Query 2009 SIGMOD 0.00022490994
561 Densest Subgraph in Streaming and MapReduce 2012 VLDB 0.00016396211
589 Large Scale Cohesive Subgraphs Discovery for Social Network Visual Analysis 2013 VLDB 0.00015905948
937 Real-time Constrained Cycle Detection in Large Dynamic Graphs 2018 VLDB 0.00012977594
2,042 Efficient Algorithms for Densest Subgraph Discovery 2019 VLDB 9.1416822e-05
2,285 Unboundedness and Efficiency of Truss Maintenance in Evolving Graphs 2019 SIGMOD 8.6948587e-05
3,217 Dynamic Spanning Trees for Connectivity Queries on Fully-dynamic Undirected Graphs 2022 VLDB 7.5233036e-05
3,789 Efficient Algorithms for Densest Subgraph Discovery on Large Directed Graphs 2020 SIGMOD 7.0191274e-05
4,264 Personalized PageRank on Evolving Graphs with an Incremental Index-Update Scheme 2023 SIGMOD 6.6978776e-05
4,358 Anchored Densest Subgraph 2022 SIGMOD 6.6402693e-05
4,540 Incrementalizing Graph Algorithms 2021 SIGMOD 6.5508191e-05
4,633 Architecture-Intact Oracle for Fastest Path and Time Queries on Dynamic Spatial Networks 2020 SIGMOD 6.4933316e-05
5,205 Discovering Polarization Niches via Dense Subgraphs with Attractors and Repulsers 2022 VLDB 6.2300261e-05
5,331 Localizing Anomalous Changes in Time-evolving Graphs 2014 SIGMOD 6.176792e-05
5,926 Incrementalization of Graph Partitioning Algorithms 2020 VLDB 5.9443878e-05
7,302 BatchHL: Answering Distance Queries on Batch-Dynamic Networks at Scale 2022 SIGMOD 5.5602499e-05
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