Butterfly counting in bipartite networks

SV Sanei-Mehri, AE Sariyuce, S Tirthapura - Proceedings of the 24th …, 2018 - dl.acm.org
We consider the problem of counting motifs in bipartite affiliation networks, such as author-
paper, user-product, and actor-movie relations. We focus on counting the number of …

Triangular stability maximization by influence spread over social networks

Z Hu, W Zheng, X Lian - Proceedings of the VLDB Endowment, 2023 - dl.acm.org
In many real-world applications such as social network analysis and online
advertising/marketing, one of the most important and popular problems is called influence …

Scalable approximate butterfly and bi-triangle counting for large bipartite networks

F Zhang, D Chen, S Wang, Y Yang, J Gan - Proceedings of the ACM on …, 2023 - dl.acm.org
A bipartite graph is a graph that consists of two disjoint sets of vertices and only edges
between vertices from different vertex sets. In this paper, we study the counting problems of …

Efficient sampling algorithms for approximate temporal motif counting

J Wang, Y Wang, W Jiang, Y Li, KL Tan - Proceedings of the 29th ACM …, 2020 - dl.acm.org
A great variety of complex systems ranging from user interactions in communication
networks to transactions in financial markets can be modeled as temporal graphs, which …

How to count triangles, without seeing the whole graph

SK Bera, C Seshadhri - Proceedings of the 26th ACM SIGKDD …, 2020 - dl.acm.org
Triangle counting is a fundamental problem in the analysis of large graphs. There is a rich
body of work on this problem, in varying streaming and distributed models, yet all these …

Temporal locality-aware sampling for accurate triangle counting in real graph streams

D Lee, K Shin, C Faloutsos - The VLDB Journal, 2020 - Springer
If we cannot store all edges in a dynamic graph, which edges should we store to estimate
the triangle count accurately? Counting triangles (ie, cliques of size three) is a fundamental …

Dptl+: Efficient parallel triangle listing on batch-dynamic graphs

M Yu, L Qin, Y Zhang, W Zhang… - 2021 IEEE 37th …, 2021 - ieeexplore.ieee.org
Triangle listing is an important topic in many practical applications. We have observed that
this problem has not yet been studied systematically in the context of batch-dynamic graphs …

[PDF][PDF] Scalable subgraph counting: The methods behind the madness: WWW 2019 tutorial

C Seshadhri, S Tirthapura - Proceedings of the Web Conference …, 2019 - users.soe.ucsc.edu
This is an auxiliary file containing references to all the papers mentioned in our WWW 2019
tutorial. For each paper, we give a short 1-2 sentence description of the relevance to the field …

Revisiting wedge sampling for triangle counting

A Turk, D Turkoglu - The World Wide Web Conference, 2019 - dl.acm.org
Triangle counts of massive graphs can provide important information regarding the structure
of the networks these graphs model. Exact triangle counting can be expensive and thus …

Sampling multiple edges efficiently

T Eden, S Mossel, R Rubinfeld - arXiv preprint arXiv:2008.08032, 2020 - arxiv.org
We present a sublinear time algorithm that allows one to sample multiple edges from a
distribution that is pointwise $\epsilon $-close to the uniform distribution, in an\emph …