4 citations · 7 across the 3 of their papers we have counts for
4 papers
On the Power of Graph Neural Networks and Feature Augmentation Strategies to Classify Social Networks
Walid Guettala, László Gulyás
This paper studies four Graph Neural Network architectures (GNNs) for a graph classification task on a synthetic dataset created using classic generative models of Network Science.…
Topological Analysis of Bitcoin's Lightning Network
István András Seres, László Gulyás, Dániel A. Nagy +1
Bitcoin's Lightning Network (LN) is a scalability solution for Bitcoin allowing transactions to be issued with negligible fees and settled instantly at scale. In order to use LN, f…
An Estimation of the Shortest and Largest Average Path Length in Graphs of Given Density
László Gulyás, Gábor Horváth, Tamás Cséri +1
Many real world networks (graphs) are observed to be 'small worlds', i.e., the average path length among nodes is small. On the other hand, it is somewhat unclear what other averag…
Emergent Opinion Dynamics on Endogenous Networks
László Gulyás, Elenna R. Dugundji
In recent years networks have gained unprecedented attention in studying a broad range of topics, among them in complex systems research. In particular, multi-agent systems have se…