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KClist++: A Simple Algorithm for Finding k-Clique Densest Subgraphs in Large Graphs

Summary: KClist++ offers a surprisingly simple procedure for exact and near-optimal k-clique densest subgraph discovery at scale. It combines structural results, k-clique listing, and sampling to deliver state-of-the-art performance on massive real-world graphs. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
hdd38e4afff7577e3
Venue
VLDB
Year
2020
Pagerank
0.00011541919
Overall Rank
1,198 | 91.98%
DOI
10.14778/3401960.3401962
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{sun_vldb20,
        title = {{KClist++: A Simple Algorithm for Finding k-Clique Densest Subgraphs in Large Graphs}},
        author = {Sun, Bintao and Danisch, Maximilien and Chan, T-H. Hubert and Sozio, Mauro},
        journal = {PVLDB},
        series = {{VLDB} '20},
        volume = {13},
        number = {10},
        pages = {1628--1640},
        doi = {10.14778/3401960.3401962},
        url = {https://doi.org/10.14778/3401960.3401962},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 22 of 22 citing papers.

Rank Citing Paper Year Venue Pagerank
2,339 (p,q)-biclique Counting and Enumeration for Large Sparse Bipartite Graphs 2022 VLDB 8.599495e-05
2,926 Finding Locally Densest Subgraphs: A Convex Programming Approach 2022 VLDB 7.837861e-05
3,396 Scaling Up k-Clique Densest Subgraph Detection 2023 SIGMOD 7.3277458e-05
4,244 Efficient Biclique Counting in Large Bipartite Graphs 2023 SIGMOD 6.6963298e-05
4,377 Anchored Densest Subgraph 2022 SIGMOD 6.6166943e-05
4,944 A Convex-Programming Approach for Efficient Directed Densest Subgraph Discovery 2022 SIGMOD 6.3297928e-05
6,813 Efficient k-Clique Count Estimation with Accuracy Guarantee 2024 VLDB 5.6596752e-05
7,832 A Counting-based Approach for Efficient k-Clique Densest Subgraph Discovery 2024 SIGMOD 5.4289543e-05
7,891 A Near-Optimal Approach to Edge Connectivity-Based Hierarchical Graph Decomposition 2022 VLDB 5.4156949e-05
8,396 Dupin: A Parallel Framework for Densest Subgraph Discovery in Fraud Detection on Massive Graphs 2025 SIGMOD 5.3238057e-05
8,993 An Efficient and Exact Algorithm for Locally h-Clique Densest Subgraph Discovery 2024 SIGMOD 5.2288673e-05
9,762 Faster and Efficient Density Decomposition via Proportional Response with Exponential Momentum 2025 SIGMOD 5.115551e-05
9,957 Efficient Algorithms for Density Decomposition on Large Static and Dynamic Graphs 2024 VLDB 5.0910746e-05
10,291 Integral Densest Subgraph Search on Directed Graphs 2025 SIGMOD 5.031399e-05
10,360 Parallel Colorful h-star Core Maintenance in Dynamic Graphs 2023 VLDB 5.014328e-05
10,520 Efficient Anchored Densest Subgraph Discovery: Improved Time Complexity and Practical Performance 2026 SIGMOD 4.9605343e-05
10,636 Efficient and Scalable Directed Densest Subgraph Discovery 2026 SIGMOD 4.9605343e-05
10,860 CREST: Approximate k-Clique Counting in Real-World Networks via Refinement of Star-Based Sample Space 2026 VLDB 4.9605343e-05
10,879 Efficient Locally h-Clique Densest Subgraph Discovery via Divide-and-Conquer 2026 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
11,966 Densest Subgraph Discovery on Large Graphs: Applications, Challenges, and Techniques 2022 VLDB 4.9605343e-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.

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