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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
11602
Venue
VLDB
Year
2017
Pagerank
0.00012323497
Overall Rank
1,069 | 92.67%
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
1,328 Truss-based Community Search over Large Directed Graphs 2020 SIGMOD 0.00011140898
2,106 Maximum Co-located Community Search in Large Scale Social Networks 2018 VLDB 9.1568079e-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
2,873 Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed 2022 VLDB 8.0099557e-05
3,503 Accelerating Truss Decomposition on Heterogeneous Processors 2020 VLDB 7.3592701e-05
4,554 Anchored Densest Subgraph 2022 SIGMOD 6.6345929e-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
6,368 Theoretically and Practically Efficient Parallel Nucleus Decomposition 2022 VLDB 5.8975125e-05
7,006 Topic-based Community Search over Spatial-Social Networks 2020 VLDB 5.726836e-05
7,408 Efficient Triangle-Connected Truss Community Search In Dynamic Graphs 2023 VLDB 5.6243648e-05
8,149 Efficient Index for Temporal Core Queries over Bipartite Graphs 2024 VLDB 5.4784885e-05
8,477 Cohesiveness-aware Hierarchical Compressed Index for Community Search on Attributed Graphs 2025 SIGMOD 5.4170414e-05
8,821 Efficient Unsupervised Community Search with Pre-trained Graph Transformer 2024 VLDB 5.3624668e-05
8,991 Truss-based Community Search over Streaming Directed Graphs 2024 VLDB 5.3377754e-05
9,072 Time-Topology Analysis 2021 VLDB 5.3251649e-05
9,688 Deep Overlapping Community Search via Subspace Embedding 2025 SIGMOD 5.2351259e-05
9,691 A Flexible Framework for Query-oriented Interactive Community Search 2025 VLDB 5.2351259e-05
9,695 Parallel Algorithms for Hierarchical Nucleus Decomposition 2024 SIGMOD 5.2351259e-05
10,273 Nucleus Decomposition Revisited: An Efficient Counting-Based Approach 2026 SIGMOD 5.093636e-05
10,308 Zero-Redundancy Search for Bi-Components in Bipartite Graphs 2026 SIGMOD 5.093636e-05
10,425 Accelerating Triangle-Connected Truss Community Search Across Heterogeneous Hardware 2026 SIGMOD 5.093636e-05
10,656 A Local Search Approach to Efficient (k, p)-Core Maintenance 2025 SIGMOD 5.093636e-05
10,821 Synergetic Community Search over Large Multilayer Graphs 2025 VLDB 5.093636e-05
10,900 A Comprehensive Survey and Experimental Study of Learning-based Community Search 2025 VLDB 5.093636e-05
10,941 Effective and Efficient Community Search for Complex Network Semantics Capture: From Coarse-Grain to Fine-Grain 2025 VLDB 5.093636e-05
11,256 Efficient Algorithms for Density Decomposition on Large Static and Dynamic Graphs 2024 VLDB 5.093636e-05
11,502 Density Personalized Group Query 2023 VLDB 5.093636e-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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