Efficient Influential Community Search over Dynamic Graphs

Summary: Dynamic influential-community search on large graphs. New ICD-order enables provably efficient maintenance of IC indexes under edge insertions/deletions, avoiding unbounded static-index updates; up to 10^6× faster than prior methods. (summarized by gpt-5.4-mini on Apr 11 2026)

Paper ID: 7661
Venue: SIGMOD
Year: 2026
Pagerank: 5.093636e-05
Overall Rank: 10,448 | 28.32%
DOI: 10.1145/3786644

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

1. Youran Sun (Chinese University of Hong Kong)
2. Yingli Zhou (Chinese University of Hong Kong)
3. Yixiang Fang (Chinese University of Hong Kong)
4. Cheng Chen (ByteDance)
5. Yongmin Hu (ByteDance)
6. Yingqian Hu (ByteDance)

BibTeX Citation

@inproceedings{sun_sigmod26,
        title = {{Efficient Influential Community Search over Dynamic Graphs}},
        author = {Sun, Youran and Zhou, Yingli and Fang, Yixiang and Chen, Cheng and Hu, Yongmin and Hu, Yingqian},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3786644},
        url = {https://dl.acm.org/doi/10.1145/3786644},
        year = {2026}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 30 of 30 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
61	Maintaining Views Incrementally	1993	SIGMOD	0.00039026867
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
375	Incremental Maintenance of Views with Duplicates	1995	SIGMOD	0.00019681204
636	Answering Conjunctive Queries under Updates	2017	PODS	0.0001551856
706	Effective Community Search for Large Attributed Graphs	2016	VLDB	0.00014789612
982	Influential Community Search in Large Networks	2015	VLDB	0.0001283311
1,113	Approximate Closest Community Search in Networks	2016	VLDB	0.00012124571
1,239	Attribute-Driven Community Search	2017	VLDB	0.000115381
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
2,243	Unboundedness and Efficiency of Truss Maintenance in Evolving Graphs	2019	SIGMOD	8.8813183e-05
2,482	Efficient Structural Graph Clustering: An Index-Based Approach	2018	VLDB	8.5183361e-05
2,798	Incremental Graph Computations: Doable and Undoable	2017	SIGMOD	8.1129891e-05
2,826	Hierarchical Core Maintenance on Large Dynamic Graphs	2021	VLDB	8.0865974e-05
3,151	Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes	2012	VLDB	7.7036411e-05
3,206	Incremental View Maintenance with Triple Lock Factorization Benefits	2018	SIGMOD	7.6367549e-05
3,254	Skyline Community Search in Multi-valued Networks	2018	SIGMOD	7.5928992e-05
3,261	Index-based Optimal Algorithms for Computing Steiner Components with Maximum Connectivity	2015	SIGMOD	7.5853837e-05
4,358	Parallel Index-Based Structural Graph Clustering and Its Approximation	2021	SIGMOD	6.7459836e-05
4,423	Dynamic Structural Clustering on Graphs	2021	SIGMOD	6.7107949e-05
4,681	Influential Community Search over Large Heterogeneous Information Networks	2023	VLDB	6.5665144e-05
5,149	An Optimal and Progressive Approach to Online Search of Top-K Influential Communities	2018	VLDB	6.3459884e-05
7,141	Effective Indexing for Dynamic Structural Graph Clustering	2022	VLDB	5.6920203e-05
8,019	Efficient Maximal Motif-Clique Enumeration over Large Heterogeneous Information Networks	2024	VLDB	5.5062157e-05
8,991	Truss-based Community Search over Streaming Directed Graphs	2024	VLDB	5.3377754e-05
9,444	An Efficient Algorithm for Distance-based Structural Graph Clustering	2023	SIGMOD	5.2675506e-05
9,519	A Counting-based Approach for Efficient k-Clique Densest Subgraph Discovery	2024	SIGMOD	5.2562724e-05

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