Vitae summary

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Employment

Amazon, Machine Learning Accelerator, Seller Partner Support, Feb 2021 to Current.

Amazon, Inventory Forecasting Service, Amazon Advertising, Aug 2018 to Feb 2021.

Data Scientist, Owler Inc., Aug 2017 to Aug 2018.

Education

2012.09 - 2017.06, Ph.D. in Physics, University of Michigan, Ann Arbor, Michigan.

Thesis: Statistical Inference and Spectral Methods for Network Analysis

2009.09 - 2012.05, B.S. in Physics, Rensselaer Polytechnic Institute, Troy, New York.

Publications

Spectra of random networks with arbitrary degrees

M. E. J. Newman, Xiao Zhang, Raj Rao Nadakuditi

Phys. Rev. E, 99, 042309 (2019)

Random graph models for dynamic networks

Xiao Zhang, Cristopher Moore, M. E. J. Newman

Eur. Phys. J. B, 90, 200 (2017)

Multiway spectral community detection in networks

Xiao Zhang, M. E. J. Newman

Phys. Rev. E, 92, 052808 (2015)

Identification of core-periphery structure in networks

Xiao Zhang, Travis Martin, M. E. J. Newman

Phys. Rev. E, 91, 032803 (2015)

Localization and centrality in networks

Travis Martin, Xiao Zhang, M. E. J. Newman

Phys. Rev. E, 90, 052808 (2014)

Spectra of random graphs with community structure and arbitrary degrees

Xiao Zhang, Raj Rao Nadakuditi, M. E. J. Newman

Phys. Rev. E, 89, 042816 (2014)