317 citations · 864 across the 6 of their papers we have counts for
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physics.soc-ph2019★ 53 cited
Spectra of random networks with arbitrary degrees
M. E. J. Newman, Xiao Zhang, Raj Rao Nadakuditi
We derive a message passing method for computing the spectra of locally tree-like networks and an approximation to it that allows us to compute closed-form expressions or fast nume…
physics.soc-ph2015★ 88 cited
Multiway spectral community detection in networks
Xiao Zhang, M. E. J. Newman
One of the most widely used methods for community detection in networks is the maximization of the quality function known as modularity. Of the many maximization techniques that ha…