121 citations · 254 across the 6 of their papers we have counts for
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3 papers · 1 filter
math.SP2014★ 22 cited
Spectral classes of regular, random, and empirical graphs
Jiao Gu, Jürgen Jost, Shiping Liu +1
We define a (pseudo-)distance between graphs based on the spectrum of the normalized Laplacian, which is easy to compute or to estimate numerically. It can therefore serve as a rou…
physics.soc-ph2014★ 2 cited
Optimal Transport in Worldwide Metro Networks
Wei Li, Jiao Gu, Shiping Liu +5
Metro networks serve as good examples of traffic systems for understanding the relations between geometric structures and transport properties.We study and compare 28 world major m…
math.SP2014★ 26 cited
Spectral distances on graphs
Jiao Gu, Bobo Hua, Shiping Liu
By assigning a probability measure via the spectrum of the normalized Laplacian to each graph and using L^p Wasserstein distances between probability measures, we define the corres…