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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 46 of 96 citing papers.

Rank Citing Paper Year Venue Pagerank
7,455 Scalable Approximate Butterfly and Bi-triangle Counting for Large Bipartite Networks 2023 SIGMOD 5.6127752e-05
8,011 Efficient Star-based Truss Maintenance on Dynamic Graphs 2023 SIGMOD 5.5074939e-05
8,019 Efficient Maximal Motif-Clique Enumeration over Large Heterogeneous Information Networks 2024 VLDB 5.5062157e-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
8,718 Evolution Forest Index: Towards Optimal Temporal k-Core Component Search via Time-Topology Isomorphic Computation 2024 VLDB 5.3774243e-05
8,821 Efficient Unsupervised Community Search with Pre-trained Graph Transformer 2024 VLDB 5.3624668e-05
8,822 Efficient and Effective Algorithms for Generalized Densest Subgraph Discovery 2023 SIGMOD 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
9,207 Behavior Query Discovery in System-Generated Temporal Graphs 2016 VLDB 5.3058708e-05
9,375 Efficiently Counting Triangles in Large Temporal Graphs 2025 SIGMOD 5.2755515e-05
9,387 Efficient Algorithms for Pseudoarboricity Computation in Large Static and Dynamic Graphs 2024 VLDB 5.2755515e-05
9,540 Efficient Maximum s-Bundle Search via Local Vertex Connectivity 2025 SIGMOD 5.2528121e-05
9,551 Maximum k-Plex Search: An Alternated Reduction-and-Bound Method 2025 VLDB 5.2528121e-05
9,553 Approximate Anchored Densest Subgraph Search on Large Static and Dynamic Graphs 2025 VLDB 5.2528121e-05
9,688 Deep Overlapping Community Search via Subspace Embedding 2025 SIGMOD 5.2351259e-05
9,690 Searching and Detecting Structurally Similar Communities in Large Heterogeneous Information Networks 2025 VLDB 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
10,011 Sage: Parallel Semi-Asymmetric Graph Algorithms for NVRAMs 2020 VLDB 5.1772034e-05
10,100 Parallel Colorful h-star Core Maintenance in Dynamic Graphs 2023 VLDB 5.1488731e-05
10,273 Nucleus Decomposition Revisited: An Efficient Counting-Based Approach 2026 SIGMOD 5.093636e-05
10,280 Periodic Community Search in Temporal Graphs: Time Series-based Methods 2026 SIGMOD 5.093636e-05
10,283 Querying Cohesive Subgraphs in Temporal Graphs 2026 SIGMOD 5.093636e-05
10,308 Zero-Redundancy Search for Bi-Components in Bipartite Graphs 2026 SIGMOD 5.093636e-05
10,328 Scaling Up k-Clique Percolation Community Detection 2026 SIGMOD 5.093636e-05
10,367 Efficient Size-Bounded Community Search, Revisited: Frameworks for Practical Improvements 2026 SIGMOD 5.093636e-05
10,423 A Unified Framework for Dense Subgraph Maintenance over Dynamic Bipartite Graphs 2026 SIGMOD 5.093636e-05
10,425 Accelerating Triangle-Connected Truss Community Search Across Heterogeneous Hardware 2026 SIGMOD 5.093636e-05
10,448 Efficient Influential Community Search over Dynamic Graphs 2026 SIGMOD 5.093636e-05
10,478 Order-based Algorithms for Efficient Core Maintenance in Large Bipartite Graphs 2026 SIGMOD 5.093636e-05
10,528 Effective Durable Community Search in Large Temporal Graph 2026 VLDB 5.093636e-05
10,609 Efficient Temporal Edge-Core Maintenance in Streaming Graphs 2026 VLDB 5.093636e-05
10,656 A Local Search Approach to Efficient (k, p)-Core Maintenance 2025 SIGMOD 5.093636e-05
10,754 Community Detection in Heterogeneous Information Networks Without Materialization 2025 SIGMOD 5.093636e-05
10,780 SWASH: A Flexible Communication Framework with Sliding Window-Based Cache Sharing for Scalable DGNN Training 2025 SIGMOD 5.093636e-05
10,821 Synergetic Community Search over Large Multilayer Graphs 2025 VLDB 5.093636e-05
10,857 Truss Decomposition in Hypergraphs 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
11,085 Finding Time-Proximity Communities in Temporal Heterogeneous Information Networks 2025 VLDB 5.093636e-05
11,256 Efficient Algorithms for Density Decomposition on Large Static and Dynamic Graphs 2024 VLDB 5.093636e-05
11,346 MOSER: Scalable Network Motif Discovery using Serial Test 2024 VLDB 5.093636e-05
11,690 On Analyzing Graphs with Motif-Paths 2021 VLDB 5.093636e-05
11,866 Finding Theme Communities from Database Networks 2019 VLDB 5.093636e-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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