Shuo Sun

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I am a fifth-year Ph.D. student in the Department of Industrial Engineering and Operations Research at UC Berkeley, where I am fortunate to be advised by Professors Zuo-Jun Max Shen and Rajan Udwani.

Working Papers

  1. A Unified Algorithmic Framework for Dynamic Assortment Optimization under MNL Choice
    Shuo Sun, Rajan Udwani, and Zuo-Jun Max Shen
    Major revision in Operations Research
    2025 ACM Conference on Economics and Computation
    Finalist for the 2024 INFORMS RMP Jeff McGill Student Paper Award    , 2025
    arXiv
  2. A Markovian Approach for Cross-Category Complementarity in Choice Modeling
    Shuo Sun, Rajan Udwani, and Omar El Housni
    Manuscript in preparation
    Presented at 2025 INFORMS RMP conference    , 2025

Publications

  1. JD.com Improves Fulfillment Efficiency with Data-driven Integrated Assortment Planning and Inventory Allocation
    Zuo-Jun Max Shen, Shuo Sun, Yongzhi Qi, and 5 more authors
    Accepted by INFORMS Journal on Applied Analytics
    Winner of the 2024 INFORMS Daniel H. Wagner Prize    , 2024
  2. Online MDP with Prototypes Information: A Robust Adaptive Approach
    Shuo Sun, Meng Qi, and Zuo-Jun Max Shen
    Proceedings of the AAAI Conference on Artificial Intelligence, 2025