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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
4866
Venue
SIGMOD
Year
2014
Pagerank
0.00029041257
Overall Rank
283 | 98.04%
DOI
10.1145/2588555.2610495

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 50 of 92 citing papers.

Rank Citing Paper Year Venue Pagerank
999 Effective Community Search for Large Attributed Graphs 2016 VLDB 0.00014726563
1,013 Robust Local Community Detection: On Free Rider Effect and Its Elimination 2015 VLDB 0.00014645542
1,257 Influential Community Search in Large Networks 2015 VLDB 0.00013020648
1,530 Truss-based Community Search: a Truss-equivalence Based Indexing Approach 2017 VLDB 0.00011495611
1,550 Approximate Closest Community Search in Networks 2016 VLDB 0.00011423628
1,637 Truss-based Community Search over Large Directed Graphs 2020 SIGMOD 0.0001105259
1,645 Attribute-Driven Community Search 2017 VLDB 0.00011037459
1,836 Distance-generalized Core Decomposition 2019 SIGMOD 0.00010365753
1,973 Speeding Up Set Intersections in Graph Algorithms using SIMD Instructions 2018 SIGMOD 9.8913631e-05
2,039 Local Algorithms for Hierarchical Dense Subgraph Discovery 2019 VLDB 9.7061003e-05
2,286 Effective and Efficient Community Search over Large Heterogeneous Information Networks 2020 VLDB 9.0982591e-05
2,512 Fast Hierarchy Construction for Dense Subgraphs 2017 VLDB 8.6196023e-05
2,603 Maximum Co-located Community Search in Large Scale Social Networks 2018 VLDB 8.4666465e-05
2,684 Truss Decomposition of Probabilistic Graphs: Semantics and Algorithms 2016 SIGMOD 8.3136866e-05
2,721 Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks 2020 VLDB 8.2345495e-05
2,846 Unboundedness and Efficiency of Truss Maintenance in Evolving Graphs 2019 SIGMOD 8.0234377e-05
2,897 ICS-GNN: Lightweight Interactive Community Search via Graph Neural Network 2021 VLDB 7.9450406e-05
2,909 Efficient Algorithms for Densest Subgraph Discovery 2019 VLDB 7.9305767e-05
3,036 RapidMatch: A Holistic Approach to Subgraph Query Processing 2021 VLDB 7.6735171e-05
3,273 Global Reinforcement of Social Networks: The Anchored Coreness Problem 2020 SIGMOD 7.2956944e-05
3,321 Hierarchical Core Maintenance on Large Dynamic Graphs 2021 VLDB 7.223972e-05
3,369 Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed 2022 VLDB 7.171452e-05
3,492 Efficient Maximal Biclique Enumeration for Large Sparse Bipartite Graphs 2022 VLDB 7.044442e-05
3,603 Skyline Community Search in Multi-valued Networks 2018 SIGMOD 6.9306814e-05
3,854 Index-based Optimal Algorithms for Computing Steiner Components with Maximum Connectivity 2015 SIGMOD 6.6988744e-05
3,975 Accelerating Truss Decomposition on Heterogeneous Processors 2020 VLDB 6.5736847e-05
4,208 Mining Bursting Core in Large Temporal Graphs 2022 VLDB 6.357214e-05
4,459 Efficient Bi-triangle Counting for Large Bipartite Networks 2021 VLDB 6.1651553e-05
5,355 Anchored Densest Subgraph 2022 SIGMOD 5.5517073e-05
5,513 Effective Community Search over Large Star-Schema Heterogeneous Information Networks 2022 VLDB 5.4641695e-05
5,610 Influential Community Search over Large Heterogeneous Information Networks 2023 VLDB 5.4118541e-05
5,635 FirmTruss Community Search in Multilayer Networks 2023 VLDB 5.3989311e-05
5,643 An Optimal and Progressive Approach to Online Search of Top-K Influential Communities 2018 VLDB 5.3928286e-05
5,751 Effective and Efficient Dynamic Graph Coloring 2018 VLDB 5.3409543e-05
5,950 DMCS : Density Modularity based Community Search 2022 SIGMOD 5.2592833e-05
6,183 Efficient Core Maintenance in Large Bipartite Graphs 2023 SIGMOD 5.1667703e-05
6,259 Neural Attributed Community Search at Billion Scale 2023 SIGMOD 5.1355079e-05
6,506 Reliable Community Search in Dynamic Networks 2022 VLDB 5.0341364e-05
6,513 Efficient Parallel D-core Decomposition at Scale 2024 VLDB 5.0321577e-05
6,570 Densely Connected User Community and Location Cluster Search in Location-Based Social Networks 2020 SIGMOD 5.0065377e-05
6,588 Efficient Progressive Minimum k-Core Search 2020 VLDB 5.0020648e-05
6,725 Maximal D-truss Search in Dynamic Directed Graphs 2023 VLDB 4.9484066e-05
6,880 Theoretically and Practically Efficient Parallel Nucleus Decomposition 2022 VLDB 4.8970985e-05
6,978 C-Explorer: Browsing Communities in Large Graphs 2017 VLDB 4.8752317e-05
7,157 The Minimum Wiener Connector Problem 2015 SIGMOD 4.8144713e-05
7,341 Scalable Time-Range k-Core Query on Temporal Graphs 2023 VLDB 4.7576413e-05
7,409 CommunityAF: An Example-based Community Search Method via Autoregressive Flow 2023 VLDB 4.7370979e-05
7,446 QTCS: Efficient Query-Centered Temporal Community Search 2024 VLDB 4.727813e-05
7,451 Scalable Approximate Butterfly and Bi-triangle Counting for Large Bipartite Networks 2023 SIGMOD 4.7263711e-05
7,788 Towards Distributed Bitruss Decomposition on Bipartite Graphs 2022 VLDB 4.651009e-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
57 Discovering Large Dense Subgraphs in Massive Graphs 2005 VLDB 0.00065491112
108 Truss Decomposition in Massive Networks 2012 VLDB 0.00048300163
110 On Triangulation-based Dense Neighborhood Graph Discovery 2011 VLDB 0.00047892924
370 Online Search of Overlapping Communities 2013 SIGMOD 0.00025415479
686 Finding Maximal Cliques in Massive Networks by H*-graph 2010 SIGMOD 0.00018178029
966 Streaming Algorithms for k-core Decomposition 2013 VLDB 0.00014960672
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