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Attribute-Driven Community Search

Summary: Introduces attributed truss communities (ATCs): connected k-trusses containing query nodes that maximize attribute relevance, jointly enforcing structural cohesion and attribute similarity. A greedy attribute-peeling framework and index enable efficient processing despite NP-hardness. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h31a18da78c922263
Venue
VLDB
Year
2017
Pagerank
0.00011289708
Overall Rank
1,261 | 91.53%
DOI
10.14778/3099622.3099628

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{huang_vldb17,
        title = {{Attribute-Driven Community Search}},
        author = {Huang, Xin and Lakshmanan, Laks V.S.},
        journal = {PVLDB},
        series = {{VLDB} '17},
        volume = {10},
        number = {9},
        pages = {949--960},
        doi = {10.14778/3099622.3099628},
        url = {https://doi.org/10.14778/3099622.3099628},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 34 of 34 citing papers.

Rank Citing Paper Year Venue Pagerank
1,354 Truss-based Community Search over Large Directed Graphs 2020 SIGMOD 0.0001092812
1,648 Distance-generalized Core Decomposition 2019 SIGMOD 9.9863775e-05
1,663 Effective and Efficient Community Search over Large Heterogeneous Information Networks 2020 VLDB 9.9441685e-05
2,042 Efficient Algorithms for Densest Subgraph Discovery 2019 VLDB 9.1416822e-05
2,146 Maximum Co-located Community Search in Large Scale Social Networks 2018 VLDB 8.9595369e-05
2,332 Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks 2020 VLDB 8.6267865e-05
2,441 ICS-GNN: Lightweight Interactive Community Search via Graph Neural Network 2021 VLDB 8.4621326e-05
2,940 Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed 2022 VLDB 7.8334815e-05
3,444 Efficient Size-Bounded Community Search over Large Networks 2021 VLDB 7.2966268e-05
4,044 Efficient Bi-triangle Counting for Large Bipartite Networks 2021 VLDB 6.8334494e-05
4,081 Butterfly-Core Community Search over Labeled Graphs 2021 VLDB 6.8178774e-05
4,776 Influential Community Search over Large Heterogeneous Information Networks 2023 VLDB 6.4191794e-05
4,954 Effective Community Search over Large Star-Schema Heterogeneous Information Networks 2022 VLDB 6.3411444e-05
5,491 FirmTruss Community Search in Multilayer Networks 2023 VLDB 6.1093295e-05
5,624 DMCS : Density Modularity based Community Search 2022 SIGMOD 6.0610244e-05
5,998 Neural Attributed Community Search at Billion Scale 2023 SIGMOD 5.9198696e-05
6,289 QTCS: Efficient Query-Centered Temporal Community Search 2024 VLDB 5.8224604e-05
6,313 Densely Connected User Community and Location Cluster Search in Location-Based Social Networks 2020 SIGMOD 5.8165778e-05
6,767 Scalable Time-Range k-Core Query on Temporal Graphs 2023 VLDB 5.6869663e-05
7,150 Topic-based Community Search over Spatial-Social Networks 2020 VLDB 5.5986232e-05
7,534 CommunityAF: An Example-based Community Search Method via Autoregressive Flow 2023 VLDB 5.500362e-05
7,547 Efficient Triangle-Connected Truss Community Search In Dynamic Graphs 2023 VLDB 5.4981692e-05
7,913 Triangular Stability Maximization by Influence Spread over Social Networks 2023 VLDB 5.4277727e-05
8,066 Efficient Star-based Truss Maintenance on Dynamic Graphs 2023 SIGMOD 5.3950351e-05
8,644 Cohesiveness-aware Hierarchical Compressed Index for Community Search on Attributed Graphs 2025 SIGMOD 5.2954976e-05
9,150 Truss-based Community Search over Streaming Directed Graphs 2024 VLDB 5.21801e-05
9,868 A Flexible Framework for Query-oriented Interactive Community Search 2025 VLDB 5.1176637e-05
9,962 Inductive Attributed Community Search: to Learn Communities across Graphs 2024 VLDB 5.1038322e-05
10,550 Budgeted Strong Community Search in Heterogeneous Graphs 2026 SIGMOD 4.9793485e-05
10,636 Efficient Influential Community Search over Dynamic Graphs 2026 SIGMOD 4.9793485e-05
10,657 LMSC: Local Sketch Modularity Optimisation for Size-Constrained Community Search in Networks 2026 SIGMOD 4.9793485e-05
10,712 Effective Durable Community Search in Large Temporal Graph 2026 VLDB 4.9793485e-05
11,297 A Comprehensive Survey and Experimental Study of Learning-based Community Search 2025 VLDB 4.9793485e-05
12,166 Finding Theme Communities from Database Networks 2019 VLDB 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

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

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