Reliable Community Search in Dynamic Networks
Summary: Introduces a theta-k core reliable community (CRC) model for weighted dynamic networks, marrying strength, continuity, and engagement into reliable local communities. Gives edge-filtering online CRC search, the WCF-index, and a DP-based index-driven search to prune results and enable scalable queries; tested on eight real datasets. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yifu Tang (Deakin University)
- 2. Jianxin Li (Deakin University)
- 3. Nur Al Hasan Haldar (University of Western Australia)
- 4. Ziyu Guan (Xidian University)
- 5. Jiajie Xu (Soochow University)
- 6. Chengfei Liu (Swinburne University of Technology)
BibTeX Citation
@article{tang_vldb22,
title = {{Reliable Community Search in Dynamic Networks}},
author = {Tang, Yifu and Li, Jianxin and Haldar, Nur Al Hasan and Guan, Ziyu and Xu, Jiajie and Liu, Chengfei},
journal = {PVLDB},
series = {{VLDB} '22},
volume = {15},
number = {11},
pages = {2826--2838},
doi = {10.14778/3551793.3551834},
url = {https://doi.org/10.14778/3551793.3551834},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,718 | Evolution Forest Index: Towards Optimal Temporal k-Core Component Search via Time-Topology Isomorphic Computation | 2024 | VLDB | 5.3774243e-05 |
| 8,812 | On More Efficiently and Versatilely Querying Historical k-Cores | 2025 | VLDB | 5.3652966e-05 |
| 9,691 | A Flexible Framework for Query-oriented Interactive Community Search | 2025 | VLDB | 5.2351259e-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 |
| 10,941 | 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 |
| 11,267 | Efficient Maximal Frequent Group Enumeration in Temporal Bipartite Graphs | 2024 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 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 |
| 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 |
| 982 | Influential Community Search in Large Networks | 2015 | VLDB | 0.0001283311 |
| 1,069 | Truss-based Community Search: a Truss-equivalence Based Indexing Approach | 2017 | VLDB | 0.00012323497 |
| 1,328 | Truss-based Community Search over Large Directed Graphs | 2020 | SIGMOD | 0.00011140898 |
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|---|---|---|---|---|
| 1 | 7,006 | Topic-based Community Search over Spatial-Social Networks | 2020 | VLDB |
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| 3 | 5,977 | Maximal D-truss Search in Dynamic Directed Graphs | 2023 | VLDB |
| 4 | 273 | Online Search of Overlapping Communities | 2013 | SIGMOD |
| 5 | 11,085 | Finding Time-Proximity Communities in Temporal Heterogeneous Information Networks | 2025 | VLDB |
| 6 | 5,149 | An Optimal and Progressive Approach to Online Search of Top-K Influential Communities | 2018 | VLDB |
| 7 | 10,528 | Effective Durable Community Search in Large Temporal Graph | 2026 | VLDB |
| 8 | 2,321 | Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks | 2020 | VLDB |
| 9 | 982 | Influential Community Search in Large Networks | 2015 | VLDB |
| 10 | 189 | Querying K-Truss Community in Large and Dynamic Graphs | 2014 | SIGMOD |