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Truss-based Community Search: a Truss-equivalence Based Indexing Approach

Summary: Proposes k-truss equivalence to model edge density; builds EquiTruss, a compact, truss-preserving index for dense, query-driven communities. Allows direct search on EquiTruss with online updates; experiments on real graphs show speedups over TCP-Index. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h4e0a59b8f896f7dd
Venue
VLDB
Year
2017
Pagerank
0.00012066667
Overall Rank
1,092 | 92.67%
DOI
10.14778/3137628.3137640
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{akbas_vldb17,
        title = {{Truss-based Community Search: a Truss-equivalence Based Indexing Approach}},
        author = {Akbas, Esra and Zhao, Peixiang},
        journal = {PVLDB},
        series = {{VLDB} '17},
        volume = {10},
        number = {11},
        pages = {1298--1311},
        doi = {10.14778/3137628.3137640},
        url = {https://doi.org/10.14778/3137628.3137640},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 30 of 30 citing papers.

Rank Citing Paper Year Venue Pagerank
1,354 Truss-based Community Search over Large Directed Graphs 2020 SIGMOD 0.00010922947
2,148 Maximum Co-located Community Search in Large Scale Social Networks 2018 VLDB 8.9552955e-05
2,288 Unboundedness and Efficiency of Truss Maintenance in Evolving Graphs 2019 SIGMOD 8.6907426e-05
2,334 Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks 2020 VLDB 8.6227027e-05
2,941 Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed 2022 VLDB 7.8297732e-05
3,495 Accelerating Truss Decomposition on Heterogeneous Processors 2020 VLDB 7.2527929e-05
4,359 Anchored Densest Subgraph 2022 SIGMOD 6.6371259e-05
5,495 FirmTruss Community Search in Multilayer Networks 2023 VLDB 6.1064375e-05
5,549 Reliable Community Search in Dynamic Networks 2022 VLDB 6.0854158e-05
5,625 DMCS : Density Modularity based Community Search 2022 SIGMOD 6.0581552e-05
5,976 Theoretically and Practically Efficient Parallel Nucleus Decomposition 2022 VLDB 5.9272031e-05
7,153 Topic-based Community Search over Spatial-Social Networks 2020 VLDB 5.5959729e-05
7,553 Efficient Triangle-Connected Truss Community Search In Dynamic Graphs 2023 VLDB 5.4955664e-05
8,324 Efficient Index for Temporal Core Queries over Bipartite Graphs 2024 VLDB 5.3530306e-05
8,651 Cohesiveness-aware Hierarchical Compressed Index for Community Search on Attributed Graphs 2025 SIGMOD 5.2929907e-05
8,999 Efficient Unsupervised Community Search with Pre-trained Graph Transformer 2024 VLDB 5.2396658e-05
9,160 Truss-based Community Search over Streaming Directed Graphs 2024 VLDB 5.2155399e-05
9,258 Time-Topology Analysis 2021 VLDB 5.2032182e-05
9,871 Deep Overlapping Community Search via Subspace Embedding 2025 SIGMOD 5.115241e-05
9,875 A Flexible Framework for Query-oriented Interactive Community Search 2025 VLDB 5.115241e-05
9,878 Parallel Algorithms for Hierarchical Nucleus Decomposition 2024 SIGMOD 5.115241e-05
9,922 Efficient Algorithms for Density Decomposition on Large Static and Dynamic Graphs 2024 VLDB 5.1079647e-05
10,496 Nucleus Decomposition Revisited: An Efficient Counting-Based Approach 2026 SIGMOD 4.9769913e-05
10,530 Zero-Redundancy Search for Bi-Components in Bipartite Graphs 2026 SIGMOD 4.9769913e-05
10,625 Accelerating Triangle-Connected Truss Community Search Across Heterogeneous Hardware 2026 SIGMOD 4.9769913e-05
11,108 A Local Search Approach to Efficient (k, p)-Core Maintenance 2025 SIGMOD 4.9769913e-05
11,237 Synergetic Community Search over Large Multilayer Graphs 2025 VLDB 4.9769913e-05
11,305 A Comprehensive Survey and Experimental Study of Learning-based Community Search 2025 VLDB 4.9769913e-05
11,337 Effective and Efficient Community Search for Complex Network Semantics Capture: From Coarse-Grain to Fine-Grain 2025 VLDB 4.9769913e-05
11,817 Density Personalized Group Query 2023 VLDB 4.9769913e-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.

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