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Querying K-Truss Community in Large and Dynamic Graphs

Summary: Online k-truss community search for a query vertex in large, dynamic graphs. A compact index enables linear-cost k-truss search by community size and supports swift updates under frequent graph insertions/deletions; validated on real networks. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4928
Venue
SIGMOD
Year
2014
Pagerank
0.00026114928
Overall Rank
189 | 98.71%
DOI
10.1145/2588555.2610495

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{huang_sigmod14,
        title = {{Querying K-Truss Community in Large and Dynamic Graphs}},
        author = {Huang, Xin and Cheng, Hong and Qin, Lu and Tian, Wentao and Yu, Jeffrey Xu},
        series = {{SIGMOD} '14},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2588555.2610495},
        url = {https://dl.acm.org/doi/10.1145/2588555.2610495},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 96 citing papers.

Rank Citing Paper Year Venue Pagerank
706 Effective Community Search for Large Attributed Graphs 2016 VLDB 0.00014789612
804 Robust Local Community Detection: On Free Rider Effect and Its Elimination 2015 VLDB 0.0001389717
982 Influential Community Search in Large Networks 2015 VLDB 0.0001283311
1,069 Truss-based Community Search: a Truss-equivalence Based Indexing Approach 2017 VLDB 0.00012323497
1,113 Approximate Closest Community Search in Networks 2016 VLDB 0.00012124571
1,239 Attribute-Driven Community Search 2017 VLDB 0.000115381
1,328 Truss-based Community Search over Large Directed Graphs 2020 SIGMOD 0.00011140898
1,416 Local Algorithms for Hierarchical Dense Subgraph Discovery 2019 VLDB 0.00010839488
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
2,035 RapidMatch: A Holistic Approach to Subgraph Query Processing 2021 VLDB 9.2787188e-05
2,083 Fast Hierarchy Construction for Dense Subgraphs 2017 VLDB 9.1976617e-05
2,106 Maximum Co-located Community Search in Large Scale Social Networks 2018 VLDB 9.1568079e-05
2,112 Speeding Up Set Intersections in Graph Algorithms using SIMD Instructions 2018 SIGMOD 9.1514258e-05
2,243 Unboundedness and Efficiency of Truss Maintenance in Evolving Graphs 2019 SIGMOD 8.8813183e-05
2,321 Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks 2020 VLDB 8.7540322e-05
2,323 Truss Decomposition of Probabilistic Graphs: Semantics and Algorithms 2016 SIGMOD 8.750808e-05
2,383 ICS-GNN: Lightweight Interactive Community Search via Graph Neural Network 2021 VLDB 8.6527736e-05
2,826 Hierarchical Core Maintenance on Large Dynamic Graphs 2021 VLDB 8.0865974e-05
2,860 Efficient Maximal Biclique Enumeration for Large Sparse Bipartite Graphs 2022 VLDB 8.0215536e-05
2,873 Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed 2022 VLDB 8.0099557e-05
3,254 Skyline Community Search in Multi-valued Networks 2018 SIGMOD 7.5928992e-05
3,261 Index-based Optimal Algorithms for Computing Steiner Components with Maximum Connectivity 2015 SIGMOD 7.5853837e-05
3,337 Mining Bursting Core in Large Temporal Graphs 2022 VLDB 7.5072753e-05
3,503 Accelerating Truss Decomposition on Heterogeneous Processors 2020 VLDB 7.3592701e-05
3,997 Efficient Bi-triangle Counting for Large Bipartite Networks 2021 VLDB 6.9679551e-05
4,331 Global Reinforcement of Social Networks: The Anchored Coreness Problem 2020 SIGMOD 6.7561061e-05
4,554 Anchored Densest Subgraph 2022 SIGMOD 6.6345929e-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
5,149 An Optimal and Progressive Approach to Online Search of Top-K Influential Communities 2018 VLDB 6.3459884e-05
5,408 Reliable Community Search in Dynamic Networks 2022 VLDB 6.2280384e-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
5,674 Efficient Core Maintenance in Large Bipartite Graphs 2023 SIGMOD 6.1255689e-05
5,797 Effective and Efficient Dynamic Graph Coloring 2018 VLDB 6.0859157e-05
5,877 Neural Attributed Community Search at Billion Scale 2023 SIGMOD 6.0551011e-05
5,977 Maximal D-truss Search in Dynamic Directed Graphs 2023 VLDB 6.0219619e-05
6,125 The Minimum Wiener Connector Problem 2015 SIGMOD 5.9675732e-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
6,342 Efficient Progressive Minimum k-Core Search 2020 VLDB 5.9068493e-05
6,368 Theoretically and Practically Efficient Parallel Nucleus Decomposition 2022 VLDB 5.8975125e-05
6,617 Efficient Parallel D-core Decomposition at Scale 2024 VLDB 5.8212982e-05
6,635 Scalable Time-Range k-Core Query on Temporal Graphs 2023 VLDB 5.8174952e-05
6,935 C-Explorer: Browsing Communities in Large Graphs 2017 VLDB 5.7350034e-05
7,144 Towards Distributed Bitruss Decomposition on Bipartite Graphs 2022 VLDB 5.6910663e-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
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Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

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

Rank Cited Paper Year Venue Pagerank
102 Truss Decomposition in Massive Networks 2012 VLDB 0.00034255289
138 Discovering Large Dense Subgraphs in Massive Graphs 2005 VLDB 0.00029823423
262 On Triangulation-based Dense Neighborhood Graph Discovery 2011 VLDB 0.00023084332
273 Online Search of Overlapping Communities 2013 SIGMOD 0.00022671795
674 Finding Maximal Cliques in Massive Networks by H*-graph 2010 SIGMOD 0.00015081844
793 Streaming Algorithms for k-core Decomposition 2013 VLDB 0.00013978774
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