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Maximum Biclique Search at Billion Scale

Summary: Divides max-biclique search into O(log n) subproblems with restricted regions; prunes by one-hop/two-hop neighbors while preserving the optimal constrained biclique. Demonstrates billion-scale graphs and a 50% recall gain on Alibaba fraud detection. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hf12aa982508149eb
Venue
VLDB
Year
2020
Pagerank
0.00014081924
Overall Rank
771 | 94.84%
DOI
10.14778/3397230.3397234
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{lyu_vldb20,
        title = {{Maximum Biclique Search at Billion Scale}},
        author = {Lyu, Bingqing and Qin, Lu and Lin, Xuemin and Zhang, Ying and Qian, Zhengping and Zhou, Jingren},
        journal = {PVLDB},
        series = {{VLDB} '20},
        volume = {13},
        number = {9},
        pages = {1359--1372},
        doi = {10.14778/3397230.3397234},
        url = {https://doi.org/10.14778/3397230.3397234},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 29 of 29 citing papers.

Rank Citing Paper Year Venue Pagerank
1,802 Efficient Exact Algorithms for Maximum Balanced Biclique Search in Bipartite Graphs 2021 SIGMOD 9.598858e-05
2,314 Efficient Algorithms for Maximal k-Biplex Enumeration 2022 SIGMOD 8.6412801e-05
2,339 (p,q)-biclique Counting and Enumeration for Large Sparse Bipartite Graphs 2022 VLDB 8.599495e-05
2,754 Efficient Maximal Biclique Enumeration for Large Sparse Bipartite Graphs 2022 VLDB 8.0385316e-05
3,804 Butterfly Counting on Uncertain Bipartite Graphs 2022 VLDB 6.9907371e-05
3,881 Cohesive Subgraph Search over Big Heterogeneous Information Networks: Applications, Challenges, and Solutions 2021 SIGMOD 6.9309694e-05
4,606 Maximum k-Biplex Search on Bipartite Graphs: A Symmetric-BK Branching Approach 2023 SIGMOD 6.4898086e-05
4,779 Scalable Mining of Maximal Quasi-Cliques: An Algorithm-System Codesign Approach 2021 VLDB 6.4069971e-05
5,164 Efficient Load-Balanced Butterfly Counting on GPU 2022 VLDB 6.2343301e-05
5,576 I/O-Efficient Butterfly Counting at Scale 2023 SIGMOD 6.062102e-05
6,666 Efficient Parallel D-core Decomposition at Scale 2024 VLDB 5.698709e-05
7,624 Scalable Approximate Butterfly and Bi-triangle Counting for Large Bipartite Networks 2023 SIGMOD 5.4661079e-05
7,851 Densest Multipartite Subgraph Search in Heterogeneous Information Networks 2024 VLDB 5.4232533e-05
7,915 Identifying Similar-Bicliques in Bipartite Graphs 2022 VLDB 5.4114919e-05
8,187 Efficient Maximal Motif-Clique Enumeration over Large Heterogeneous Information Networks 2024 VLDB 5.3652509e-05
8,339 Efficient Index for Temporal Core Queries over Bipartite Graphs 2024 VLDB 5.3353302e-05
9,259 BCviz: A Linear-Space Index for Mining and Visualizing Cohesive Bipartite Subgraphs 2025 SIGMOD 5.1860131e-05
9,906 Density Decomposition of Bipartite Graphs 2025 SIGMOD 5.0983269e-05
10,558 Maximal Biclique Enumeration with Improved Worst-Case Time Complexity Guarantee: A Partition-Oriented Strategy 2026 SIGMOD 4.9605343e-05
10,596 Zero-Redundancy Search for Bi-Components in Bipartite Graphs 2026 SIGMOD 4.9605343e-05
10,641 Estimating Biclique Counts with Accuracy Guarantees 2026 SIGMOD 4.9605343e-05
10,671 Theoretically and Practically Efficient Maximum Biclique Search 2026 SIGMOD 4.9605343e-05
10,737 Order-based Algorithms for Efficient Core Maintenance in Large Bipartite Graphs 2026 SIGMOD 4.9605343e-05
10,930 Maximum Defective Biclique Search in Large Bipartite Graphs 2026 VLDB 4.9605343e-05
11,280 Most Similar Biclique Search at Scale 2025 VLDB 4.9605343e-05
11,284 In-depth Analysis of Densest Subgraph Discovery in a Unified Framework 2025 VLDB 4.9605343e-05
11,383 Efficient k-Clique Densest Subgraph Discovery: Towards Bridging Practice and Theory 2025 VLDB 4.9605343e-05
11,648 Efficient Maximal Frequent Group Enumeration in Temporal Bipartite Graphs 2024 VLDB 4.9605343e-05
11,650 Maximum Balanced (k, epsilon)-Bitruss Detection in Signed Bipartite Graph 2024 VLDB 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 1 of 1 cited papers.

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

Rank Cited Paper Year Venue Pagerank
1,495 Finding the Maximum Clique in Massive Graphs 2017 VLDB 0.0001046246
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