372 citations · 1.6k across the 33 of their papers we have counts for
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An improved belief propagation algorithm for detecting meso-scale structure in complex networks
Chuang Ma, Bing-Bing Xiang, Han-Shuang Chen +1
The framework of statistical inference has been successfully used to detect the meso-scale structures in complex networks, such as community structure, core-periphery (CP) structur…
Data based reconstruction of complex multiplex networks
Chuang Ma, Han-Shuang Chen, Xiang Li +2
It has been recognized that many complex dynamical systems in the real world require a description in terms of multiplex networks, where a set of common, mutually connected nodes b…
Double phase transition of the Ising model in core-periphery networks
Hanshuang Chen, Haifeng Zhang, Chuansheng Shen
We study the phase transition of the Ising model in networks with core-periphery structures. By Monte Carlo simulations, we show that prior to the order-disorder phase transition t…
A statistical inference approach to structural reconstruction of complex networks from binary time series
Chuang Ma, Han-Shuang Chen, Ying-Cheng Lai +1
Complex networks hosting binary-state dynamics arise in a variety of contexts. In spite of previous works, to fully reconstruct the network structure from observed binary data rema…