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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
0.00012072382
Overall Rank
1,092 | 92.66%
DOI
10.14778/3137628.3137640

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 0.0001092812
2,146 Maximum Co-located Community Search in Large Scale Social Networks 2018 VLDB 8.9595369e-05
2,285 Unboundedness and Efficiency of Truss Maintenance in Evolving Graphs 2019 SIGMOD 8.6948587e-05
2,332 Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks 2020 VLDB 8.6267865e-05
2,940 Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed 2022 VLDB 7.8334815e-05
3,495 Accelerating Truss Decomposition on Heterogeneous Processors 2020 VLDB 7.2562279e-05
4,358 Anchored Densest Subgraph 2022 SIGMOD 6.6402693e-05
5,491 FirmTruss Community Search in Multilayer Networks 2023 VLDB 6.1093295e-05
5,547 Reliable Community Search in Dynamic Networks 2022 VLDB 6.088298e-05
5,624 DMCS : Density Modularity based Community Search 2022 SIGMOD 6.0610244e-05
5,976 Theoretically and Practically Efficient Parallel Nucleus Decomposition 2022 VLDB 5.9300103e-05
7,150 Topic-based Community Search over Spatial-Social Networks 2020 VLDB 5.5986232e-05
7,547 Efficient Triangle-Connected Truss Community Search In Dynamic Graphs 2023 VLDB 5.4981692e-05
8,318 Efficient Index for Temporal Core Queries over Bipartite Graphs 2024 VLDB 5.3555659e-05
8,644 Cohesiveness-aware Hierarchical Compressed Index for Community Search on Attributed Graphs 2025 SIGMOD 5.2954976e-05
8,990 Efficient Unsupervised Community Search with Pre-trained Graph Transformer 2024 VLDB 5.2421474e-05
9,150 Truss-based Community Search over Streaming Directed Graphs 2024 VLDB 5.21801e-05
9,248 Time-Topology Analysis 2021 VLDB 5.2056825e-05
9,864 Deep Overlapping Community Search via Subspace Embedding 2025 SIGMOD 5.1176637e-05
9,868 A Flexible Framework for Query-oriented Interactive Community Search 2025 VLDB 5.1176637e-05
9,871 Parallel Algorithms for Hierarchical Nucleus Decomposition 2024 SIGMOD 5.1176637e-05
9,915 Efficient Algorithms for Density Decomposition on Large Static and Dynamic Graphs 2024 VLDB 5.1103839e-05
10,485 Nucleus Decomposition Revisited: An Efficient Counting-Based Approach 2026 SIGMOD 4.9793485e-05
10,519 Zero-Redundancy Search for Bi-Components in Bipartite Graphs 2026 SIGMOD 4.9793485e-05
10,614 Accelerating Triangle-Connected Truss Community Search Across Heterogeneous Hardware 2026 SIGMOD 4.9793485e-05
11,099 A Local Search Approach to Efficient (k, p)-Core Maintenance 2025 SIGMOD 4.9793485e-05
11,229 Synergetic Community Search over Large Multilayer Graphs 2025 VLDB 4.9793485e-05
11,297 A Comprehensive Survey and Experimental Study of Learning-based Community Search 2025 VLDB 4.9793485e-05
11,329 Effective and Efficient Community Search for Complex Network Semantics Capture: From Coarse-Grain to Fine-Grain 2025 VLDB 4.9793485e-05
11,811 Density Personalized Group Query 2023 VLDB 4.9793485e-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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