Abstract
Random walks on undirected graphs have been extensively studied in the literature. In contrast, while numerous real-world complex networks and related applications concern directed graphs, the theory for random walks on directed graphs and the associated spectral approaches have not been as well developed. In this talk, we will discuss various problems and results on random walks on directed graphs, as well as some methods and applications arising in dealing with directed complex networks.