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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
11775
Venue
VLDB
Year
2017
Pagerank
0.000115381
Overall Rank
1,239 | 91.51%
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
1,328 Truss-based Community Search over Large Directed Graphs 2020 SIGMOD 0.00011140898
1,640 Distance-generalized Core Decomposition 2019 SIGMOD 0.00010153865
1,647 Effective and Efficient Community Search over Large Heterogeneous Information Networks 2020 VLDB 0.00010125633
2,024 Efficient Algorithms for Densest Subgraph Discovery 2019 VLDB 9.2907829e-05
2,106 Maximum Co-located Community Search in Large Scale Social Networks 2018 VLDB 9.1568079e-05
2,321 Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks 2020 VLDB 8.7540322e-05
2,383 ICS-GNN: Lightweight Interactive Community Search via Graph Neural Network 2021 VLDB 8.6527736e-05
2,873 Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed 2022 VLDB 8.0099557e-05
3,395 Efficient Size-Bounded Community Search over Large Networks 2021 VLDB 7.44939e-05
3,997 Efficient Bi-triangle Counting for Large Bipartite Networks 2021 VLDB 6.9679551e-05
4,004 Butterfly-Core Community Search over Labeled Graphs 2021 VLDB 6.965474e-05
4,681 Influential Community Search over Large Heterogeneous Information Networks 2023 VLDB 6.5665144e-05
4,921 Effective Community Search over Large Star-Schema Heterogeneous Information Networks 2022 VLDB 6.4448544e-05
5,452 FirmTruss Community Search in Multilayer Networks 2023 VLDB 6.2138118e-05
5,491 DMCS : Density Modularity based Community Search 2022 SIGMOD 6.2001141e-05
5,877 Neural Attributed Community Search at Billion Scale 2023 SIGMOD 6.0551011e-05
6,156 QTCS: Efficient Query-Centered Temporal Community Search 2024 VLDB 5.9560993e-05
6,179 Densely Connected User Community and Location Cluster Search in Location-Based Social Networks 2020 SIGMOD 5.9496108e-05
6,635 Scalable Time-Range k-Core Query on Temporal Graphs 2023 VLDB 5.8174952e-05
7,006 Topic-based Community Search over Spatial-Social Networks 2020 VLDB 5.726836e-05
7,391 CommunityAF: An Example-based Community Search Method via Autoregressive Flow 2023 VLDB 5.626608e-05
7,408 Efficient Triangle-Connected Truss Community Search In Dynamic Graphs 2023 VLDB 5.6243648e-05
7,771 Triangular Stability Maximization by Influence Spread over Social Networks 2023 VLDB 5.5470467e-05
8,011 Efficient Star-based Truss Maintenance on Dynamic Graphs 2023 SIGMOD 5.5074939e-05
8,477 Cohesiveness-aware Hierarchical Compressed Index for Community Search on Attributed Graphs 2025 SIGMOD 5.4170414e-05
8,991 Truss-based Community Search over Streaming Directed Graphs 2024 VLDB 5.3377754e-05
9,691 A Flexible Framework for Query-oriented Interactive Community Search 2025 VLDB 5.2351259e-05
9,782 Inductive Attributed Community Search: to Learn Communities across Graphs 2024 VLDB 5.2209769e-05
10,349 Budgeted Strong Community Search in Heterogeneous Graphs 2026 SIGMOD 5.093636e-05
10,448 Efficient Influential Community Search over Dynamic Graphs 2026 SIGMOD 5.093636e-05
10,470 LMSC: Local Sketch Modularity Optimisation for Size-Constrained Community Search in Networks 2026 SIGMOD 5.093636e-05
10,528 Effective Durable Community Search in Large Temporal Graph 2026 VLDB 5.093636e-05
10,900 A Comprehensive Survey and Experimental Study of Learning-based Community Search 2025 VLDB 5.093636e-05
11,866 Finding Theme Communities from Database Networks 2019 VLDB 5.093636e-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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