219 citations · 707 across the 13 of their papers we have counts for
5 papers · 2 filters
A universal data based method for reconstructing complex networks with binary-state dynamics
Jingwen Li, Zhesi Shen, Wen-Xu Wang +2
To understand, predict, and control complex networked systems, a prerequisite is to reconstruct the network structure from observable data. Despite recent progress in network recon…
Fundamental building blocks of controlling complex networks: A universal controllability framework
Zhesi Shen, Wen-Xu Wang, Chen Zhao +1
To understand the controllability of complex networks is a forefront problem relevant to different fields of science and engineering. Despite recent advances in network controllabi…
Interrelations among scientific fields and their relative influence revealed by input-output analysis
Zhesi Shen, Liying Yang, Jiansuo Pei +7
In this paper, we try to answer two questions about any given scientific discipline: First, how important is each subfield and second, how does a specific subfield influence other…
Robust Reconstruction of Complex Networks from Sparse Data
Xiao Han, Zhesi Shen, Wen-Xu Wang +1
Reconstructing complex networks from measurable data is a fundamental problem for understanding and controlling collective dynamics of complex networked systems. However, a signifi…
Locating the source of diffusion in complex networks by time-reversal backward spreading
Zhesi Shen, Shinan Cao, Wen-Xu Wang +2
Locating the source that triggers a dynamical process is a fundamental but challenging problem in complex networks, ranging from epidemic spreading in society and on the Internet t…