Fast Maximal Clique Enumeration on Uncertain Graphs: A Pivot-based Approach
Summary: Pivot-based algorithms accelerate maximal (k, eta)-clique enumeration on uncertain graphs, replacing costly set-enumeration with a new pruning principle. Generalizable to any hereditary property; adds size-constraint pruning and graph-reduction techniques; validated on nine real graphs. (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. Meihao Liao (Beijing Institute of Technology)
- 4. Hongzhi Chen (ByteDance)
- 5. Guoren Wang (Beijing Institute of Technology)
BibTeX Citation
@inproceedings{dai_sigmod22,
title = {{Fast Maximal Clique Enumeration on Uncertain Graphs: A Pivot-based Approach}},
author = {Dai, Qiangqiang and Li, Rong-Hua and Liao, Meihao and Chen, Hongzhi and Wang, Guoren},
series = {{SIGMOD} '22},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3514221.3526143},
url = {https://dl.acm.org/doi/10.1145/3514221.3526143},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,981 | Accelerating Maximal Clique Enumeration via Graph Reduction | 2024 | VLDB | 6.329157e-05 |
| 6,651 | Efficient Parallel D-core Decomposition at Scale | 2024 | VLDB | 5.7203229e-05 |
| 8,178 | Efficient Maximal Motif-Clique Enumeration over Large Heterogeneous Information Networks | 2024 | VLDB | 5.382671e-05 |
| 8,671 | Enabling Window-Based Monotonic Graph Analytics with Reusable Transitional Results for Pattern-Consistent Queries | 2024 | VLDB | 5.2917782e-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 |
| 10,537 | The Power of Core Clique Removal for Exact Clique Enumeration | 2026 | SIGMOD | 4.9793485e-05 |
| 10,809 | GPU-Accelerated eta-threshold Decomposition for Uncertain Graphs | 2026 | VLDB | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,063 | k-Nearest Neighbors in Uncertain Graphs | 2010 | VLDB | 0.00012208695 |
| 1,260 | Distance-Constraint Reachability Computation in Uncertain Graphs | 2011 | VLDB | 0.00011296964 |
| 2,086 | Truss Decomposition of Probabilistic Graphs: Semantics and Algorithms | 2016 | SIGMOD | 9.0689711e-05 |
| 5,754 | An In-Depth Comparison of s-t Reliability Algorithms over Uncertain Graphs | 2019 | VLDB | 6.0058421e-05 |
| 5,781 | Effective and Efficient Dynamic Graph Coloring | 2018 | VLDB | 5.9972461e-05 |
| 5,951 | Shortest Paths and Centrality in Uncertain Networks | 2021 | VLDB | 5.9366845e-05 |
| 7,589 | Spheres of Influence for More Effective Viral Marketing | 2016 | SIGMOD | 5.4882381e-05 |
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