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Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks

Summary: Introduces relational communities in HINs, enabling fine-grained constraints on inter-vertex connection types absent from prior community search. Provides near-linear detection, approximate NP-hard search, and a round index supporting efficient dynamic-graph queries. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h76bbf4c8cfebae9c
Venue
VLDB
Year
2020
Pagerank
8.6267865e-05
Overall Rank
2,332 | 84.33%
DOI
10.14778/3401960.3401969

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{jian_vldb20,
        title = {{Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks}},
        author = {Jian, Xun and Wang, Yue and Chen, Lei},
        journal = {PVLDB},
        series = {{VLDB} '20},
        volume = {13},
        number = {10},
        pages = {1723--1736},
        doi = {10.14778/3401960.3401969},
        url = {https://doi.org/10.14778/3401960.3401969},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 16 of 16 citing papers.

Rank Citing Paper Year Venue Pagerank
3,875 Cohesive Subgraph Search over Big Heterogeneous Information Networks: Applications, Challenges, and Solutions 2021 SIGMOD 6.9536357e-05
4,081 Butterfly-Core Community Search over Labeled Graphs 2021 VLDB 6.8178774e-05
4,776 Influential Community Search over Large Heterogeneous Information Networks 2023 VLDB 6.4191794e-05
4,954 Effective Community Search over Large Star-Schema Heterogeneous Information Networks 2022 VLDB 6.3411444e-05
6,289 QTCS: Efficient Query-Centered Temporal Community Search 2024 VLDB 5.8224604e-05
6,727 gCore: Exploring Cross-layer Cohesiveness in Multi-layer Graphs 2023 VLDB 5.6946659e-05
7,830 Densest Multipartite Subgraph Search in Heterogeneous Information Networks 2024 VLDB 5.4438225e-05
7,887 ABC: Attributed Bipartite Co-clustering 2022 VLDB 5.4333698e-05
8,178 Efficient Maximal Motif-Clique Enumeration over Large Heterogeneous Information Networks 2024 VLDB 5.382671e-05
8,853 MCR-Tree: An Efficient Index for Multi-dimensional Core Search 2024 SIGMOD 5.2641151e-05
9,868 A Flexible Framework for Query-oriented Interactive Community Search 2025 VLDB 5.1176637e-05
10,445 Efficient Meta-subgraph Instance Search over Large Heterogeneous Information Networks 2026 SIGMOD 4.9793485e-05
10,550 Budgeted Strong Community Search in Heterogeneous Graphs 2026 SIGMOD 4.9793485e-05
10,712 Effective Durable Community Search in Large Temporal Graph 2026 VLDB 4.9793485e-05
11,229 Synergetic Community Search over Large Multilayer Graphs 2025 VLDB 4.9793485e-05
11,438 Finding Time-Proximity Communities in Temporal Heterogeneous Information Networks 2025 VLDB 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

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