Zikun Ye

I am currently a PhD candidate in Operations Research at Industrial and Enterprise Systems Engineering, University of Illinois at Urbana-Champaign. My research focuses on data-driven optimization, field experiments and causal inference with applications in revenue management and platform operations. I am fortunate to be co-advised by Prof. Xin Chen and Prof. Dennis Zhang.

Education

  • University of Illinois Urbana-Champaign, Ph.D. in Operations Research (2018 – 2024 expected)
  • Shanghai Jiao Tong University, B.S. in Industrial Engineering and Mathematics (2014 - 2018)

Research

  1. Cold Start to Improve Market Thickness on Online Advertising Platforms: Data-Driven Algorithms and Field Experiments, with Dennis Zhang, Heng Zhang, Renyu Zhang, and Xin Chen. accepted at Management Science
    • Finalist, 2020 INFORMS Revenue Management and Pricing Section Jeff McGill Student Paper Prize.
    • MSOM Conference, 2021
    • Informs Annual Meeting, 2021
  2. Efficient Algorithms for Minimizing Compositions of Convex Functions and Random Functions and Its Applications in Network Revenue Management with Xin Chen, Niao He, Yifan Hu. under review.

  3. Deep Learning Based Inference Framework for Multiple A/B Tests Heterogeneity on Large Scale Platforms”, with Zhiqi Zhang, Dennis Zhang, Heng Zhang, Renyu Zhang, working paper.

Awards

  1. Finalist Jeff McGill Student Paper Prize, INFORMS Revenue Management and Pricing Section, 2020
  2. William A Chittenden II Award, UIUC, 2021

Contact

  • Email: zikunye2 <at> illinois <dot> edu
  • Office: 13 Transportation Building, 104 S. Mathews Ave, Urbana, IL, 61801