A Survey on the Densest Subgraph Problem and Its Variants
March 25, 2023 ยท The Cartographer ยท ๐ ACM Computing Surveys
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"Title-pattern auto-detect: A Survey on the Densest Subgraph Problem and Its Variants"
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Authors
Tommaso Lanciano, Atsushi Miyauchi, Adriano Fazzone, Francesco Bonchi
arXiv ID
2303.14467
Category
cs.DS: Data Structures & Algorithms
Cross-listed
cs.AI
Citations
62
Venue
ACM Computing Surveys
Last Checked
1 day ago
Abstract
The Densest Subgraph Problem requires to find, in a given graph, a subset of vertices whose induced subgraph maximizes a measure of density. The problem has received a great deal of attention in the algorithmic literature since the early 1970s, with many variants proposed and many applications built on top of this basic definition. Recent years have witnessed a revival of research interest in this problem with several important contributions, including some groundbreaking results, published in 2022 and 2023. This survey provides a deep overview of the fundamental results and an exhaustive coverage of the many variants proposed in the literature, with a special attention to the most recent results. The survey also presents a comprehensive overview of applications and discusses some interesting open problems for this evergreen research topic.
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