Research

Journal Publication

1. Xiuli Chao, Stefanus Jasin, Sentao Miao. "Adaptive Algorithms for Multi-Warehouse Multi-Store Inventory System with Lost Sales and Fixed Replenishment Cost." (2023) Forthcoming at Operations Research. [DOI]

   • MSOM SIG Presentation 2023.

2. Xingyu Chen, Ling Jiang, Sentao Miao, Cong Shi. "Time to Leave Your Comfort Zone? Optimal Variation-Seeking Strategies for Social Media Influencers on Streaming Media Platforms." (2023) Forthcoming at Decision Support Systems. [DOI]

3. Recep Yusuf Bekci, Mehmet Gumus, Sentao Miao. "Inventory Control and Learning for One-Warehouse Multi-Store System with Censored Demand" (2023) Forthcoming at Operations Research. [DOI]

4. Yanzhe (Murray) Lei, Sentao Miao, Ruslan Momot. "Privacy-Preserving Personalized Revenue Management." (2020) Forthcoming at Management Science.  [DOI]

   • Spotlight Presentation at RMP Conference 2021.

   • Media: How Companies Can Do Data Privacy Better, Kellogg Insight, 2021; Three ways to encourage companies to keep our data safe The Conversation, 2021; How Can We Force Companies To Keep Our Data Safe?, HEC Knowledge, 2020; Le développement futur de l'IA se fera au détriment de la protection des données personnelles (in French), HEC Stories; 고객정보빨아들이는기업… 데이터稅매겨오남용막아야 (in Korean), Maeil Business Newspaper. 

5. Xi Chen, Sentao Miao, Yining Wang. "Differential Privacy in Personalized Pricing with Nonparametric Demand Models". (2022) Accepted at Operations Research. [DOI]

6. Sentao Miao, Xiuli Chao. "Online Personalized Assortment Optimization in a Big Data Regime." (2022) Accepted at Manufacturing & Service Operations Management. [DOI]. 

7. Sentao Miao, Xi Chen, Xiuli Chao, Jiaxi Liu, Yidong Zhang. "Context-Based Dynamic Pricing with Online Clustering." (2022) Accepted at Production and Operations Management. [DOI]

   • Joint research with Alibaba Group. 

8. Xingyu Chen, Ling Jiang, Sentao Miao, Cong Shi. “Road to micro-celebration: The role of mutation strategy of micro-celebrity in digital media.” (2021) New Media and Society. [DOI]

9. Sentao Miao, Stefanus Jasin, Xiuli Chao. "Asymptotically Optimal Lagrangian Policies for Muti-Warehouse Multi-Store System with Lost Sales." (2021) Operations Research. [DOI].

   • MSOM SIG Presentation 2021.

10. Sentao Miao, Xiuli Chao. "Dynamic Joint Assortment and Pricing Optimization with Demand Learning." (2020) Manufacturing & Service Operations Management. [DOI]

    • Richard C. Wilson Prize, 2018.

11. Boris Khoromskij, Sentao Miao. "Superfast wavelet transform using quantics-TT approximation. I. Application to Haar wavelets." (2014) Computational Methods in Applied Mathematics, 14(4), 537-553, 2014. [DOI]

Under Revision

1. Quan Zhou, Mehmet Gumus, Sentao Miao. "E-commerce Order Fulfillment Problem with Limited Time Window". (2023) Major Revision at Operations Research. [DOI]

2. Maxime C. Cohen, Sentao Miao, Yining Wang. "Dynamic Pricing with Fairness Constraints". (2021) Major Revision at Operations Research. [DOI]

   • Media: Could New Algorithms Ensure Everyone Pays Fair Prices Online? Desautels Delve, 2022.

3. Sentao Miao, Yining Wang, Jiawei Zhang. "A General Framework for Resource Constrained Revenue Management with Demand Learning and Large Action Space." (2021)  Major revision at Operations Research. [DOI]

4. Sentao Miao, Yining Wang. "Network Revenue Management with Nonparametric Demand Learning: \sqrt{T}-regret and Polynomial Dimension Dependency" (2021). Major revision at Mathematics of Operations Research. [DOI]

   • MSOM SIG Presentation 2022.

Working Papers

1. Sentao Miao. "Managing the Inventory with Product Return: An Approximation Algorithm". (2023). [DOI]

2. Xingyu Chen, Li Ji, Ling Jiang, Sentao Miao, Cong Shi. "More Bang for Your Buck: Effective KOL Marketing Campaign in Brazil Short-Video Emerging Markets." (2020).  [DOI]

3. Stefanus Jasin, Murray Lei, Sentao Miao, Debjit Roy, Zhiyuan Sun. "Joint Inventory, Pricing, and Fulfillment Control for a Multi-Warehouse Multi-Store Problem: An Asymptotically Optimal Lagrangian Policy" (2022). [DOI]

4. Murray Lei, Sentao Miao, Ruslan Momot, Yining Wang. "Locally Private Clustering and Bandit Optimization in Personalized Revenue Management" (2022).

Paper from Industry Projects

1. Sentao Miao, Xiuli Chao, Michael Tamor, Yan Fu, and Margaret Strumolo. "Cost-Effective Reduction of Greenhouse Gas Emissions via Cross-Sector Purchases of Renewable Energy Certificates." SAE International Journal of Materials and Manufacturing, 10(2017-01-0246), 338-350, 2017. [DOI]

2. Sentao Miao, Yan Fu, Margaret Strumolo,  Boxiao Chen,  Xiuli Chao, Erica Klampfl, Michael Tamor. "Pricing of Renewable Gasoline and Its Impact on Greenhouse Gas Emission Reduction Planning for Automakers and Electricity Generators. "  SAE Technical Paper, No. 2016-01-0295, 2016.  [DOI]