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Taotao He

Associate Professor of Management Science
Shanghai Jiao Tong University
hetaotao (at) sjtu.edu.cn


About Me

Hello! Welcome to my website! I am an associate professor (untenured) at Antai College of Economics and Management, Shanghai Jiao Tong University (SJTU). I received my Ph.D. in 2019 from the Quantitative Methods at Mitchell E. Jr., Daniels School of Business, Purdue University, where I was advised by Professor Mohit Tawarmalani.

My research interests are in mixed integer nonlinear programming (MINLP), including theory, algorithms, computation and applications. I am particularly interested in developing convexification techniques and efficient algorithms for solving MINLPs. Recently, I am also interested in using ideas from MINLP to improve decision-making in operations involving consumer choice behavior and uncertainty.

Here is my SJTU webpage in Chinese.

Research Papers [Google Scholar]

  1. Assortment Optimization under History-Dependent Effects
    Taotao He, Yating Zhang, and Huan Zheng (2024)
    Operations Research, submitted.
    arXiv BibTex
  2. Discrete Nonlinear Functions: Formulations and Apllications in Retail Revenue Management
    Taotao He and Mohit Tawarmalani (2024)
    Operations Research, submitted.
    arXiv BibTex
  3. An Integer Programming Approach for Quick-Commerce Assortment Planning
    Yajing Chen, Taotao He, Ying Rong, and Yulong Wang (2023)
    Management Science, major revision.
    arXiv BibTex
  4. Convexification Techniques for Fractional Programs
    Taotao He, Siyue Liu, and Mohit Tawarmalani (2024)
    Mathematical Programming.
    arXiv BibTex
  5. MIP Relaxations in Factorable Programming
    Taotao He and Mohit Tawarmalani (2024)
    SIAM Journal on Optimization.
    Code arXiv BibTex
  6. Tractable Relaxations of Composite Functions
    Taotao He and Mohit Tawarmalani (2022)
    Mathematics of Operations Research.
    PDF BibTex
  7. A New Framework to Relax Composite Functions in Nonlinear Programs
    Taotao He and Mohit Tawarmalani (2021)
    Mathematical Programming.
    PDF BibTex

Teaching

Personal

I love playing soccer. Now, I play for SJTU Football Team. At Prudue, I was a member of Purdue Chinese Football Club.

Contact

Address: Antai College of Economics and Management, No. 1954 Huashan Road, Shanghai
Office Location: Room 1707
Email: hetaotao (at) sjtu.edu.cn