Curriculum Vitae

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Education

• Ph.D. in Management Science and Engineering, Tsinghua University, 2024
  • Advisor: Prof. Zuo-Jun Max Shen
  • Co-Advisors: Prof. Sheng Liu, Prof. Wei Qi
• B.S. in Industrial Engineering, Tsinghua University, 2019

Work experience

• 2024-Now: School of Economics and Management, Beijing Jiaotong
  • Associate Professor

Industry & Consulting Experience

• 2020-Now: JD.com

Publications

Pooling and Boosting for Demand Prediction in Retail: A Transfer Learning Approach

Dazhou Lei, Yongzhi Qi, Sheng Liu, Dongyang Geng, Jianshen Zhang, Hao Hu, Zuo-Jun Max Shen. Pooling and Boosting for Demand Prediction in Retail: A Transfer Learning Approach. Manufacturing & Service Operations Management, 2024.

New product life cycle curve modeling and forecasting with product attributes and promotion: A Bayesian functional approach

Dazhou Lei, Hao Hu, Dongyang Geng, Jianshen Zhang, Yongzhi Qi, Sheng Liu, Zuo-Jun Max Shen. New product life cycle curve modeling and forecasting with product attributes and promotion: A Bayesian functional approach. Production and Operations Management, 2023.

Teaching

• Quantitative Models and Methods in Logistics
• Railway Supply Management
• Advanced Applied Statistics