Fast Maximal Quasi-clique Enumeration: A Pruning and Branching Co-Design Approach
Summary: FastQC: a fast branch-and-bound method for maximal gamma-quasi-cliques with a co-designed pruning and branching strategy. Divide-and-conquer boosts performance; experiments on real graphs show up to two orders of magnitude speedup over prior methods. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Kaiqiang Yu (Nanyang Technological University)
- 2. Cheng Long (Nanyang Technological University)
BibTeX Citation
@inproceedings{yu_sigmod23,
title = {{Fast Maximal Quasi-clique Enumeration: A Pruning and Branching Co-Design Approach}},
author = {Yu, Kaiqiang and Long, Cheng},
series = {{SIGMOD} '23},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3617331},
url = {https://dl.acm.org/doi/10.1145/3617331},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,066 | Maximum k-Plex Computation: Theory and Practice | 2024 | SIGMOD | 6.2786224e-05 |
| 8,444 | Truss Decomposition in Hypergraphs | 2025 | VLDB | 5.3148581e-05 |
| 8,913 | Efficient Defective Clique Enumeration and Search with Worst-Case Optimal Search Space | 2026 | SIGMOD | 5.2361195e-05 |
| 9,713 | Efficient Maximum s-Bundle Search via Local Vertex Connectivity | 2025 | SIGMOD | 5.124163e-05 |
| 9,714 | Maximum k-Plex Search: An Alternated Reduction-and-Bound Method | 2025 | VLDB | 5.124163e-05 |
| 10,395 | Efficient Querying of Maximum Connectivity-Based Quasi-Cliques in Large Graphs | 2027 | SIGMOD | 4.9605343e-05 |
| 10,572 | Querying Cohesive Subgraphs in Temporal Graphs | 2026 | SIGMOD | 4.9605343e-05 |
| 10,868 | Revisiting the Maximum Defective Clique Problem: Faster Branching and a Tighter Upper Bound | 2026 | VLDB | 4.9605343e-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 |
|---|---|---|---|---|
| 2,314 | Efficient Algorithms for Maximal k-Biplex Enumeration | 2022 | SIGMOD | 8.6412801e-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 |
| 7,390 | One Set to Cover All Maximal Cliques Approximately | 2022 | SIGMOD | 5.5209526e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 4,155 | Maximal Defective Clique Enumeration | 2023 | SIGMOD |
| 2 | 5,007 | Accelerating Maximal Clique Enumeration via Graph Reduction | 2024 | VLDB |
| 3 | 1,591 | Efficient Enumeration of Maximal k-Plexes | 2015 | SIGMOD |
| 4 | 10,558 | Maximal Biclique Enumeration with Improved Worst-Case Time Complexity Guarantee: A Partition-Oriented Strategy | 2026 | SIGMOD |
| 5 | 10,868 | Revisiting the Maximum Defective Clique Problem: Faster Branching and a Tighter Upper Bound | 2026 | VLDB |
| 6 | 3,597 | Efficient k-Clique Listing: An Edge-Oriented Branching Strategy | 2024 | SIGMOD |
| 7 | 8,913 | Efficient Defective Clique Enumeration and Search with Worst-Case Optimal Search Space | 2026 | SIGMOD |
| 8 | 5,569 | Theoretically and Practically Efficient Maximum Defective Clique Search | 2024 | SIGMOD |
| 9 | 11,573 | Efficient Maximal Biplex Enumerations with Improved Worst-Case Time Guarantee | 2024 | SIGMOD |
| 10 | 10,395 | Efficient Querying of Maximum Connectivity-Based Quasi-Cliques in Large Graphs | 2027 | SIGMOD |