A survey on the densest subgraph problem and its variants

T Lanciano, A Miyauchi, A Fazzone, F Bonchi - ACM Computing Surveys, 2024 - dl.acm.org
The Densest Subgraph Problem requires us to find, in a given graph, a subset of vertices
whose induced subgraph maximizes a measure of density. The problem has received a …

Mining Triangle-Dense Subgraphs of a Fixed Size: Hardness, Lovasz extension and´ Applications

A Konar, ND Sidiropoulos - IEEE Transactions on Knowledge …, 2024 - ieeexplore.ieee.org
We introduce the triangle-densest-k-subgraph problem (TDkS) for undirected graphs: given
a size parameter k, compute a subset of k vertices that maximizes the number of induced …

Local Centrality Minimization with Quality Guarantees

A Miyauchi, L Severini, F Bonchi - Proceedings of the ACM on Web …, 2024 - dl.acm.org
Centrality measures, quantifying the importance of vertices or edges, play a fundamental
role in network analysis. To date, triggered by some positive approximability results, a large …

Efficient densest subgraphs discovery in large dynamic graphs by greedy approximation

T Han - IEEE Access, 2023 - ieeexplore.ieee.org
Densest subgraph detection has become an important primitive in graph mining tasks when
analyzing communities and detecting events in a wide range of application domains …

Scalable -clique Densest Subgraph Search

X Ye, M Qiao, RH Li, Q Zhang, G Wang - arXiv preprint arXiv:2403.05775, 2024 - arxiv.org
In this paper, we present a collection of novel and scalable algorithms designed to tackle the
challenges inherent in the $ k $-clique densest subgraph problem (\kcdsp) within network …

Covering a graph with dense subgraph families, via triangle-rich sets

S Basu, D Paul-Pena, K Qian, C Seshadhri… - Proceedings of the 33rd …, 2024 - dl.acm.org
Graphs are a fundamental data structure used to represent relationships in domains as
diverse as the social sciences, bioinformatics, cybersecurity, the Internet, and more. One of …