D2K: scalable community detection in massive networks via small-diameter k-plexes

A Conte, T De Matteis, D De Sensi, R Grossi… - Proceedings of the 24th …, 2018 - dl.acm.org
This paper studies k-plexes, a well known pseudo-clique model for network communities. In
a k-plex, each node can miss at most k-1 links. Our goal is to detect large communities in …

Listing maximal k-plexes in large real-world graphs

Z Wang, Y Zhou, M **ao, B Khoussainov - Proceedings of the ACM Web …, 2022 - dl.acm.org
Listing dense subgraphs in large graphs plays a key task in varieties of network analysis
applications like community detection. Clique, as the densest model, has been widely …

Enumerating Maximal k-Plexes with Worst-Case Time Guarantee

Y Zhou, J Xu, Z Guo, M **ao, Y ** - … of the AAAI conference on Artificial …, 2020 - ojs.aaai.org
The problem of enumerating all maximal cliques in a graph is a key primitive in a variety of
real-world applications such as community detection and so on. However, in practice …

Scaling Up Maximal k-plex Enumeration

Q Dai, RH Li, H Qin, M Liao, G Wang - Proceedings of the 31st ACM …, 2022 - dl.acm.org
Finding all maximal k-plexes on networks is a fundamental research problem in graph
analysis due to many important applications, such as community detection, biological graph …

Fast enumeration of large k-plexes

A Conte, D Firmani, C Mordente, M Patrignani… - Proceedings of the 23rd …, 2017 - dl.acm.org
K-plexes are a formal yet flexible way of defining communities in networks. They generalize
the notion of cliques and are more appropriate in most real cases: while a node of a clique C …

Fast maximal clique enumeration on uncertain graphs: A pivot-based approach

Q Dai, RH Li, M Liao, H Chen, G Wang - Proceedings of the 2022 …, 2022 - dl.acm.org
Maximal clique enumeration on uncertain graphs is a fundamental problem in uncertain
graph analysis. In this paper, we study a problem of enumerating all maximal (k, n)-cliques …

Hereditary cohesive subgraphs enumeration on bipartite graphs: The power of pivot-based approaches

Q Dai, RH Li, X Ye, M Liao, W Zhang… - Proceedings of the ACM …, 2023 - dl.acm.org
Finding cohesive subgraphs from a bipartite graph is a fundamental operator in bipartite
graph analysis. In this paper, we focus on the problem of mining cohesive subgraphs from a …

Enumeration complexity

Y Strozecki - Bulletin of EATCS, 2019 - bulletin.eatcs.org
An enumeration problem is the task of listing a set of elements without redundancies, usually
the solutions of some combinatorial problem. The enumeration of cycles in a graph …

Efficient maximal temporal plex enumeration

Y Wu, R Sun, X Wang, Y Zhang, L Qin… - 2024 IEEE 40th …, 2024 - ieeexplore.ieee.org
Maximal k-plex enumeration is an important problem in graph analysis and can find many
real-world applications. A k-plex is a subgraph in which every vertex can miss edges to at …

Shared-memory parallel maximal clique enumeration from static and dynamic graphs

A Das, SV Sanei-Mehri, S Tirthapura - ACM Transactions on Parallel …, 2020 - dl.acm.org
Maximal Clique Enumeration (MCE) is a fundamental graph mining problem and is useful as
a primitive in identifying dense structures in a graph. Due to the high computational cost of …