85 citations · 458 across the 12 of their papers we have counts for
12 papers
Structural Robustness of Complex Networks: A Survey of A Posteriori Measures
Yang Lou, Lin Wang, Guanrong Chen
Network robustness is critical for various industrial and social networks against malicious attacks, which has various meanings in different research contexts and here it refers to…
A Learning Convolutional Neural Network Approach for Network Robustness Prediction
Yang Lou, Ruizi Wu, Junli Li +3
Network robustness is critical for various societal and industrial networks again malicious attacks. In particular, connectivity robustness and controllability robustness reflect h…
Computing Cliques and Cavities in Networks
Dinghua Shi, Zhifeng Chen, Xiang Sun +4
Complex networks contain complete subgraphs such as nodes, edges, triangles, etc., referred to as simplices and cliques of different orders. Notably, cavities consisting of higher-…
A Framework of Hierarchical Attacks to Network Controllability
Yang Lou, Lin Wang, Guanrong Chen
Network controllability robustness reflects how well a networked dynamical system can maintain its controllability against destructive attacks. This paper investigates the network…
Knowledge-Based Prediction of Network Controllability Robustness
Yang Lou, Yaodong He, Lin Wang +2
Network controllability robustness reflects how well a networked system can maintain its controllability against destructive attacks. Its measure is quantified by a sequence of val…
Towards Optimal Robustness of Network Controllability: An Empirical Necessary Condition
Yang Lou, Lin Wang, Kim Fung Tsang +1
To better understand the correlation between network topological features and the robustness of network controllability in a general setting, this paper suggests a practical approa…
Predicting Network Controllability Robustness: A Convolutional Neural Network Approach
Yang Lou, Yaodong He, Lin Wang +1
Network controllability measures how well a networked system can be controlled to a target state, and its robustness reflects how well the system can maintain the controllability a…
On-line Search History-assisted Restart Strategy for Covariance Matrix Adaptation Evolution Strategy
Yang Lou, Shiu Yin Yuen, Guanrong Chen +1
Restart strategy helps the covariance matrix adaptation evolution strategy (CMA-ES) to increase the probability of finding the global optimum in optimization, while a single run CM…
Toward Stronger Robustness of Network Controllability: A Snapback Network Model
Yang Lou, Lin Wang, Guanrong Chen
A new complex network model, called q-snapback network, is introduced. Basic topological characteristics of the network, such as degree distribution, average path length, clusterin…
Local communities obstruct global consensus: Naming game on multi-local-world networks
Yang Lou, Guanrong Chen, Zhengping Fan +1
Community structure is essential for social communications, where individuals belonging to the same community are much more actively interacting and communicating with each other t…
Communicating with sentences: A multi-word naming game model
Yang Lou, Guanrong Chen, Jianwei Hu
Naming game simulates the process of naming an object by a single word, in which a population of communicating agents can reach global consensus asymptotically through iteratively…
Naming game with learning errors in communications
Yang Lou, Guanrong Chen
Naming game simulates the process of naming an objective by a population of agents organized in a certain communication network topology. By pair-wise iterative interactions, the p…