Butterfly-Core Community Search over Labeled Graphs
Summary: Butterfly-Core Community (BCC) for cross-group labeled graphs. Finds dense butterfly networks containing two query vertices of different labels; wings are k-cores per query, connected as butterflies; 2-approx heuristic with fast distance, leader-pair, and index-based local search; validated on real data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Zheng Dong (Baidu)
- 2. Xin Huang (Hong Kong Baptist University)
- 3. Guorui Yuan (Baidu)
- 4. Hengshu Zhu (Baidu)
- 5. Hui Xiong (Rutgers University)
BibTeX Citation
@article{dong_vldb21,
title = {{Butterfly-Core Community Search over Labeled Graphs}},
author = {Dong, Zheng and Huang, Xin and Yuan, Guorui and Zhu, Hengshu and Xiong, Hui},
journal = {PVLDB},
series = {{VLDB} '21},
volume = {14},
number = {11},
pages = {2006--2018},
doi = {10.14778/3476249.3476258},
url = {https://doi.org/10.14778/3476249.3476258},
year = {2021}
}Incoming Citations (Sorted by Pagerank)
Showing 12 of 12 citing papers.
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 20 of 20 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 9,916 | Efficient Historical Butterfly Counting in Large Temporal Bipartite Networks via Graph Structure-aware Index | 2025 | VLDB |
| 2 | 706 | Effective Community Search for Large Attributed Graphs | 2016 | VLDB |
| 3 | 4,921 | Effective Community Search over Large Star-Schema Heterogeneous Information Networks | 2022 | VLDB |
| 4 | 189 | Querying K-Truss Community in Large and Dynamic Graphs | 2014 | SIGMOD |
| 5 | 7,006 | Topic-based Community Search over Spatial-Social Networks | 2020 | VLDB |
| 6 | 1,647 | Effective and Efficient Community Search over Large Heterogeneous Information Networks | 2020 | VLDB |
| 7 | 1,378 | Effective Community Search over Large Spatial Graphs | 2017 | VLDB |
| 8 | 10,367 | Efficient Size-Bounded Community Search, Revisited: Frameworks for Practical Improvements | 2026 | SIGMOD |
| 9 | 10,821 | Synergetic Community Search over Large Multilayer Graphs | 2025 | VLDB |
| 10 | 982 | Influential Community Search in Large Networks | 2015 | VLDB |