ABC: Attributed Bipartite Co-clustering
Summary: ABC unifies bipartite modularity optimization with attribute cohesiveness for co-clustering in attributed bipartite networks. NP-hard and not APX (unless P=NP); top-down, bottom-up, and group-matching algorithms deliver practical efficiency on real data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Junghoon Kim (Nanyang Technological University)
- 2. Kaiyu Feng (Beijing Institute of Technology)
- 3. Gao Cong (Nanyang Technological University)
- 4. Diwen Zhu (Alibaba)
- 5. Wenyuan Yu (Alibaba)
- 6. Chunyan Miao (Nanyang Technological University)
BibTeX Citation
@article{kim_vldb22,
title = {{ABC: Attributed Bipartite Co-clustering}},
author = {Kim, Junghoon and Feng, Kaiyu and Cong, Gao and Zhu, Diwen and Yu, Wenyuan and Miao, Chunyan},
journal = {PVLDB},
series = {{VLDB} '22},
volume = {15},
number = {10},
pages = {2134--2147},
doi = {10.14778/3547305.3547318},
url = {https://doi.org/10.14778/3547305.3547318},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,877 | Neural Attributed Community Search at Billion Scale | 2023 | SIGMOD | 6.0551011e-05 |
| 10,349 | Budgeted Strong Community Search in Heterogeneous Graphs | 2026 | SIGMOD | 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 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,321 | Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks | 2020 | VLDB | 8.7540322e-05 |
| 3,934 | CRD: Fast Co-clustering on Large Datasets Utilizing Sampling-Based Matrix Decomposition | 2008 | SIGMOD | 7.0087342e-05 |
| 6,179 | Densely Connected User Community and Location Cluster Search in Location-Based Social Networks | 2020 | SIGMOD | 5.9496108e-05 |
| 6,300 | In Search of Influential Event Organizers in Online Social Networks | 2014 | SIGMOD | 5.921945e-05 |
| 6,500 | An Experimental Evaluation of Point-of-interest Recommendation in Location-based Social Networks | 2017 | VLDB | 5.8607985e-05 |
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