Synchronization in a network of connected elements is essential to the proper functioning of
both natural and engineered systems and is thus of increasing interest across disciplines. In …

The Laplacian eigenvalue spectrum of a complex network contains a great deal of
information about the network topology and dynamics, particularly affecting the network …

Dynamic network link prediction is becoming a hot topic in network science, due to its wide
applications in biology, sociology, economy and industry. However, it is a challenge since …

Predicting the potential relations between nodes in networks, known as link prediction, has
long been a challenge in network science. However, most studies just focused on link …

The mining of important nodes in complex networks is a topic of immense interest due to its
wide applications across many disciplines. In this paper, a Local Structure Entropy (LSE) …

A cycle is the simplest structure that brings redundant paths in network connectivity and
feedback effects in network dynamics. An in-depth understanding of which cycles are …

These days, the synchronization of multiplex networks is an emerging and important
research topic. Grounded framework and theory about synchronization and control on …

This article introduces the notion of pinning control for complex dynamical networks
regarding their stabilization, synchronization and control. Specifically, it will first review the …

This article presents an overview on the state-of-the-art development in complex network
controllability and its robustness against malicious attacks and random failures. Specifically …

How to accurately identify influential nodes in complex networks remains a challenge due to
the increasing network scale, complex topology, and dynamic network behaviors. Although …