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Cohesiveness-aware Hierarchical Compressed Index for Community Search on Attributed Graphs

Summary: Proposes a proximity-graph-based, cohesiveness-aware hierarchical index for CSAG supporting multiple cohesiveness metrics. Adds two optimizations and a compressed storage layer, delivering ~30x speedup with comparable or better attribute cohesiveness. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
7082
Venue
SIGMOD
Year
2025
Pagerank
5.4170414e-05
Overall Rank
8,477 | 41.85%
DOI
10.1145/3709672

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{wang_sigmod25,
        title = {{Cohesiveness-aware Hierarchical Compressed Index for Community Search on Attributed Graphs}},
        author = {Wang, Yuxiang and Peng, Zhangyang and Ke, Xiangyu and Xu, Xiaoliang and Wu, Tianxing and Gao, Yuan},
        series = {{SIGMOD} '25},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3709672},
        url = {https://dl.acm.org/doi/10.1145/3709672},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank Citing Paper Year Venue Pagerank
10,280 Periodic Community Search in Temporal Graphs: Time Series-based Methods 2026 SIGMOD 5.093636e-05
10,367 Efficient Size-Bounded Community Search, Revisited: Frameworks for Practical Improvements 2026 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 21 of 21 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
93 Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph 2019 VLDB 0.00034701237
102 Truss Decomposition in Massive Networks 2012 VLDB 0.00034255289
189 Querying K-Truss Community in Large and Dynamic Graphs 2014 SIGMOD 0.00026114928
273 Online Search of Overlapping Communities 2013 SIGMOD 0.00022671795
276 Local Search of Communities in Large Graphs 2014 SIGMOD 0.00022620623
398 A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search 2021 VLDB 0.00019194947
706 Effective Community Search for Large Attributed Graphs 2016 VLDB 0.00014789612
804 Robust Local Community Detection: On Free Rider Effect and Its Elimination 2015 VLDB 0.0001389717
1,069 Truss-based Community Search: a Truss-equivalence Based Indexing Approach 2017 VLDB 0.00012323497
1,113 Approximate Closest Community Search in Networks 2016 VLDB 0.00012124571
1,239 Attribute-Driven Community Search 2017 VLDB 0.000115381
1,244 Efficient Approximate Nearest Neighbor Search in Multi-dimensional Databases 2023 SIGMOD 0.00011508159
1,328 Truss-based Community Search over Large Directed Graphs 2020 SIGMOD 0.00011140898
1,378 Effective Community Search over Large Spatial Graphs 2017 VLDB 0.00010971508
1,640 Distance-generalized Core Decomposition 2019 SIGMOD 0.00010153865
1,647 Effective and Efficient Community Search over Large Heterogeneous Information Networks 2020 VLDB 0.00010125633
2,106 Maximum Co-located Community Search in Large Scale Social Networks 2018 VLDB 9.1568079e-05
2,383 ICS-GNN: Lightweight Interactive Community Search via Graph Neural Network 2021 VLDB 8.6527736e-05
3,261 Index-based Optimal Algorithms for Computing Steiner Components with Maximum Connectivity 2015 SIGMOD 7.5853837e-05
4,681 Influential Community Search over Large Heterogeneous Information Networks 2023 VLDB 6.5665144e-05
9,527 Serenade - Low-Latency Session-Based Recommendation in e-Commerce at Scale 2022 SIGMOD 5.2550158e-05
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