The ViralRank quanties how close a node is, on average, to the other nodes in terms of the random-walk effective distance.
References
Iannelli, F., Mariani, M.S. and Sokolov, I.M., 2018. Network centrality based on reaction-diffusion dynamics reveals influential spreaders. arXiv preprint arXiv:1803.01212.