Hereditary Cohesive Subgraphs Enumeration on Bipartite Graphs: The Power of Pivot-based Approaches
Summary: Pivot-based enumeration framework for maximal hereditary subgraphs in bipartite graphs, unifying maximal bicliques and maximal k-biplexes. Near-optimal: O(m × 2^{n/2}) (O(m × 1.414^n)); polynomial-delay variant; experiments on 11 real graphs show speedups. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Qiangqiang Dai (Beijing Institute of Technology)
- 2. Rong-Hua Li (Beijing Institute of Technology)
- 3. Xiaowei Ye (Beijing Institute of Technology)
- 4. Meihao Liao (Beijing Institute of Technology)
- 5. Weipeng Zhang (Tencent)
- 6. Guoren Wang (Beijing Institute of Technology)
BibTeX Citation
@inproceedings{dai_sigmod23,
title = {{Hereditary Cohesive Subgraphs Enumeration on Bipartite Graphs: The Power of Pivot-based Approaches}},
author = {Dai, Qiangqiang and Li, Rong-Hua and Ye, Xiaowei and Liao, Meihao and Zhang, Weipeng and Wang, Guoren},
series = {{SIGMOD} '23},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3589283},
url = {https://dl.acm.org/doi/10.1145/3589283},
year = {2023}
}
Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,585 | Maximum k-Plex Computation: Theory and Practice | 2024 | SIGMOD | 6.0761018e-05 |
| 9,225 | BCviz: A Linear-Space Index for Mining and Visualizing Cohesive Bipartite Subgraphs | 2025 | SIGMOD | 5.2056825e-05 |
| 9,677 | Efficient Maximum s-Bundle Search via Local Vertex Connectivity | 2025 | SIGMOD | 5.1435978e-05 |
| 9,678 | Maximum k-Plex Search: An Alternated Reduction-and-Bound Method | 2025 | VLDB | 5.1435978e-05 |
| 10,481 | Maximal Biclique Enumeration with Improved Worst-Case Time Complexity Guarantee: A Partition-Oriented Strategy | 2026 | SIGMOD | 4.9793485e-05 |
| 10,537 | The Power of Core Clique Removal for Exact Clique Enumeration | 2026 | SIGMOD | 4.9793485e-05 |
| 10,599 | Theoretically and Practically Efficient Maximum Biclique Search | 2026 | SIGMOD | 4.9793485e-05 |
| 10,860 | Maximum Defective Biclique Search in Large Bipartite Graphs | 2026 | VLDB | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,616 | Efficient Enumeration of Maximal k-Plexes | 2015 | SIGMOD | 0.00010066712 |
| 2,320 | Efficient Algorithms for Maximal k-Biplex Enumeration | 2022 | SIGMOD | 8.6448197e-05 |
| 2,743 | Efficient Maximal Biclique Enumeration for Large Sparse Bipartite Graphs | 2022 | VLDB | 8.0679908e-05 |
| 4,612 | Maximum k-Biplex Search on Bipartite Graphs: A Symmetric-BK Branching Approach | 2023 | SIGMOD | 6.5021632e-05 |
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| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 2,325 | (p,q)-biclique Counting and Enumeration for Large Sparse Bipartite Graphs | 2022 | VLDB |
| 2 | 10,860 | Maximum Defective Biclique Search in Large Bipartite Graphs | 2026 | VLDB |
| 3 | 10,481 | Maximal Biclique Enumeration with Improved Worst-Case Time Complexity Guarantee: A Partition-Oriented Strategy | 2026 | SIGMOD |
| 4 | 4,224 | Efficient Biclique Counting in Large Bipartite Graphs | 2023 | SIGMOD |
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| 6 | 2,320 | Efficient Algorithms for Maximal k-Biplex Enumeration | 2022 | SIGMOD |
| 7 | 2,743 | Efficient Maximal Biclique Enumeration for Large Sparse Bipartite Graphs | 2022 | VLDB |
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