A Survey on the Densest Subgraph Problem and Its Variants

March 25, 2023 ยท The Cartographer ยท ๐Ÿ› ACM Computing Surveys

๐Ÿ“š THE CARTOGRAPHER: The Cartographer
Survey/review paper โ€” maps the landscape rather than implementing a method.

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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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