Faculty Area
Interdisciplinary Theme
Faculty Expertise
- Operations Management
- Machine Learning
- Hospitality and Services Design, Management and Operations
Contact
Cornell Peter and Stephanie Nolan School of Hotel Administration
Biography
Meng Qi is an assistant professor of operations, technology, and information management at the Cornell SC Johnson College of Business. Her research interest is mainly about data-driven decision-making with uncertainty in operations management. Her research provides both methodologies and practical solutions combining tools and concepts from optimization, machine learning, and statistics. From an applications perspective, her research investigates practical problems in supply chain management and retail operations.
Selected Publications
- Grigas, Paul; Qi, Meng; Shen, Zuo-Jun Max. "Integrated Conditional Estimation-Optimization" (in preparation).
- Qi, Meng; Shi, Yuanyuan; Qi, Yongzhi; Ma, Chenxin; Yuan, Rong; et al. "A Practical End-to-End Inventory Management Model with Deep Learning"Management Science. 69.2 (2023): 759-773
- Qi, Meng; Cao, Ying; Shen, Zuo-Jun. "Distributionally Robust Conditional Quantile Prediction with Fixed Design"Management Science. 68.3 (2022): 1639-1658
Recent Courses
- HADM 2011 - Hospitality Quantitative Analysis
- HADM 4750/HADM 6750 - Machine Learning for Business and Hospitality Applications
- HADM 9310 - Service and Healthcare Operations
Academic Degrees
- PhD University of California, Berkeley, 2022
- BS Tsinghua University, 2016