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Yi-Jiao (Joyce) Zhang

SUSTech Presidential Postdoctoral Fellow

Southern University of Science and technology

Biography

I am a SUSTech Presidential Postdoctoral Fellow in the Department of Statistics and Data Science at Southern University of Science and Technology working with Yanqing Hu. I received my PhD in Theoretical Physics from Lanzhou University in 2022. I also spent two years at Indiana University Bloomington as a visiting scholar working with Filippo Radicchi.

Interests

  • Network evolution
  • Network embedding
  • Epidemic spreading on networks

Education

  • PhD in Theoretical Physics, 2015 -- 2022

    Lanzhou University

  • Visiting Scholar in Informatics, 2019 -- 2021

    Indiana University

  • BS in Theoretical Physics, 2011 -- 2015

    Lanzhou University

Publications

Reconstructing the evolution history of networked complex systems

The evolution processes of complex systems carry key information in the systems’ functional properties. Applying machine learning …
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Systematic comparison of graph embedding methods in practical tasks

Network embedding techniques aim to represent structural properties of graphs in geometric space. Those representations are considered …
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Model-free hidden geometry of complex networks

The fundamental idea of embedding a network in a metric space is rooted in the principle of proximity preservation. Nodes are mapped …
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Advantage of Being Multicomponent and Spatial: Multipartite Viruses Colonize Structured Populations with Lower Thresholds

Multipartite viruses have a genome divided into different disconnected viral particles. A majority of multipartite viruses infect …
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