Yu Tian

Yu Tian

PhD student

University of Oxford

Biography

I am a PhD student at the Mathematical Institute, University of Oxford, working on role extraction, diffusion, and optimisation on networks. There are many fundamental problems in industry that are also of great research value. With our industrial partner Tesco, we are particularly interested in the retail industry, where one primary problem would be to understand the intrinsic relationships between products, including complements and substitutes.

I am part of Cohort 5 in the EPSRC Centre for Doctoral Training for Industrially Focused Mathematical Modelling (InFoMM).

My project is supervised by Prof. Renaud Lambiotte.

Interests
  • Role Extraction
  • Community Detection/Clustering
  • Networks and Complex Systems
  • Data Analysis
Education
  • PhD in Mathematics, 2018 - current

    University of Oxford

  • BSc in Mathematics and Statistics (2+2 dual degree), 2016 - 2018

    University of Manchester

  • BSc in Mathematics (2+2 dual degree), 2014 - 2016

    Beijing Institute of Technology

Recent Publications

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(2021). Extracting Complements and Substitutes from Sales Data: A Network Perspective. In EPJ Data Sci.

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