Jiangze Han

I am a Ph.D. candidate in the Operations and Logistics division, Sauder School of Business, University of British Columbia. I am fortunate to be advised by Dr. Christopher Thomas Ryan, Dr. Tim Huh and Dr. Mahesh Nagarajan. 

I will be joining the IEOR Department at Columbia University as a Postdoctoral Research Scientist in September 2025, where I will work with Dr. Vineet Goyal and Dr. Will Ma.

Following that, I will join the CUHK Business School as an Assistant Professor in the Department of Decisions, Operations and Technology in August 2026.

Prior to my Ph.D., I received my bachelor degree in School of Information Management and Engineering, Shanghai University of Finance and Economics, advised by Dr. Bo Jiang.

In June 2022, I visited the University of Washington for the Summer School on Optimal Transport.

In Semptember 2023, I visited Dr. Xin T. Tong in the Department of Mathematics, National University of Singapore. 

Besides my advisors, I also work with: Bo Jiang, Xin T. Tong, Will Ma, Jiding Zhang, Mengzhenyu Zhang, Oussama Hanguir, Xihua Zhu, NetEase Fuxi AI lab.

Here is my CV.

Research

Methodology: Optimal transport, Wasserstein gradient flow, Information design, Online optimization

Topics: Online gaming industry, Revenue management, Spatial problem

 Publications

1. Optimizing for strategy diversity in the design of video games, with Oussama Hanguir, Will Ma, and Christopher Thomas Ryan. Mathematical Programming. 2025 Mar;210(1):335-76. [Springer]

2. An adaptive high order method for finding third-order critical points of nonconvex optimization, with Xihua Zhu and Bo Jiang. Journal of Global Optimization. 2022 Oct;84(2):369-392. [Springer]

3. The MMO economist: AI empowers robust, healthy, and sustainable P2W MMO economies, with Xin T. Tong and NetEase Fuxi AI lab. In Companion Proceedings of the ACM on Web Conference 2024, pp. 443-452. 2024. [ACM] [Web] [Youtube]

4. Empowering economic simulation for massively multiplayer online games through generative agent-based modeling, with Xin T. Tong and  NetEase Fuxi AI lab. Accepted at ACM KDD 2025.

Working papers

1. Algorithms for loot box design, with Christopher Thomas Ryan and Xin T. Tong. Second round major revision in Operations Research.  [SSRN]

2. Matching spatial supply and spatial demand using Wasserstein gradient descent, with Mahesh Nagarajan and Christopher Thomas Ryan. [PDF]

3. Optimal customer population partition: a Wasserstein gradient flow approach, with Mahesh Nagarajan, Christopher Thomas Ryan and Xin T. Tong. To be submitted. [PDF]

4. "Minnow, dolphin, and whale": game monetization and user engagement, with Christopher Thomas Ryan and Xin T. Tong. Work in progress.

5. Supply chain transparency and the spectre of customer discrimination: Models and insights, with Woonghee Tim Huh and Christopher Thomas Ryan. Manuscript in preparation.

6. Information sharing in supply chain with costly messages, with Christopher Thomas Ryan, Jiding Zhang, and Mengzhenyu Zhang. Work in progress.

Conference Presentations

• Probabilistic design in the operation of service systems

  • Young Researchers Workshop, Cornell University, Ithaca, USA, October 9-11, 2024;

  • INFORMS Annual Meeting, Seattle, USA, October, 2024;

  • OM Rookiepalooza, Kellogg School of Management, Northwestern University, Evanston, USA, October 28-29, 2024;

  • Chinese University of Hong Kong, Hong Kong, China, December 4th, 2024;

  • City University of Hong Kong, Hong Kong, China, December 11th, 2024;

  • INFORMS Applied Probability Society Conference 2025, Atlanta, USA, June 30th to July 3rd, 2025.

• Algorithms for loot box design

  • MSOM Conference, Montreal, Canada, June 2023; 

  • INFORMS Annual Meeting, Phoenix, USA, October 2023.

Teaching

• Instructor, UBC Sauder School of Business

  • COMM 204 - Logistics and Operations Management (Summer 2023)

    • Teaching Evaluation: 4.95/5.0

    • Core course of Bachelor of Commerce program

    • Introductory course for undergraduate students in the Bachelor of Commerce program. The course introduce the philosophy of operations management and covers classical topics, including process analysis, project management, queueing theory, forecasting, inventory management and supply chain management. 

  • COMM 204 - Logistics and Operations Management (Winter 2024/2025)

    • Teaching Evaluation: 4.8/5.0

• Teaching assistant, UBC Sauder School of Business

  • COMM 612 Infinite-dimensional Optimization, Ph.D. course (Spring 2022)

  • BASC 550 Operations and Supply Chain Management, International MBA core course (Winter 2022)

  • BASC 550 Operations and Supply Chain Management, International MBA core course (Summer 2023)

  • COMM 204 Logistics and Operations Management (Summer 2023)

  • COMM 414 Data Visualization and Business Analytics (Winter 2024/2025)