PUBLICATIONS
All Publications
All Publications
Assortment Optimization for the Multinomial Logit Model with Repeated Customer Interactions
Chenhao Wang, Ningyuan Chen, Pin Gao, Yao Wang, and Su Zhao
Management Science · Conference version: WINE 2025 · 2026
When to Push Ads: Optimal Mobile Ad Campaign Strategy Under Markov Customer Dynamics
Guokai Li, Pin Gao, and Zizhuo Wang
Manufacturing & Service Operations Management · Conference version: WINE 2024 · 2026
Privacy-Preserving Personalized Recommender Systems
Xingyu Fu, Ningyuan Chen, Pin Gao, and Yang Li
Manufacturing & Service Operations Management · 2025
Optimal Job Assignment With Spillover Effects
Xingyu Fu, Ying-Ju Chen, Pin Gao, and Haoyu Liu
Naval Research Logistics · Online 2025 · 2025
Position Auctions with Endogenous Product Information: Why Live-Streaming Advertising Is Thriving
Ying-Ju Chen, Guillermo Gallego, Pin Gao, and Yang Li
Management Science · 2025
Zihao Chen, Xingyu Fu, Pin Gao, and Ying-Ju Chen
Manufacturing & Service Operations Management · Online 2025 · 2025
Designing Emission Permits Regulation for Multiple Compliance Periods
Xingyu Fu, Ying-Ju Chen, Guillermo Gallego, Pin Gao, and Mengqian Lu
Manufacturing & Service Operations Management · 2025
Optimal Emission Regulation under Market Uncertainty
Guokai Li, Pin Gao, and Zizhuo Wang
Naval Research Logistics · 2024
Dealership or Marketplace with Fulfillment Services: A Dynamic Comparison
Guokai Li, Ningyuan Chen, Guillermo Gallego, Pin Gao, and Steven Kou
Manufacturing & Service Operations Management · 2024
Fairness Regulation of Prices in Competitive Markets
Zongsen Yang, Xingyu Fu, Pin Gao, and Ying-Ju Chen
Manufacturing & Service Operations Management · 2024
Does the Prohibition of Trade-Through Hurt Liquidity Demanders?
Ningyuan Chen, Pin Gao, and Steven Kou
Operations Research · 2023
Pin Gao, Xingyu Fu, Haoyu Liu, and Ying-Ju Chen
Service Science · 2022
Resource Allocation Among Competing Innovators
Pin Gao, Xiaoshuai Fan, Yangguang Huang, and Ying-Ju Chen
Management Science · Online 2021 · 2021
Pin Gao, Yuhang Ma, Ningyuan Chen, Guillermo Gallego, Anran Li, Paat Rusmevichientong, and Huseyin Topaloglu
Operations Research · 2021
Symmetry-Protected Non-Abelian Braiding of Majorana Kramers Pairs
Pin Gao, Ying-Ping He, and Xiong-Jun Liu
Physical Review B · 2016
Zhikang Fan, Zihao Chen, Pin Gao, Ruohan Zhan, Shaowen Zhang, Xingrui Li, Jianpei Wen, Su Zhao, Shuai Chen, and Wei Lin
SIGIR · 2026
Driven to Collusion: Competitive Pricing under Independent Demand Model and Price Imitation
Zongsen Yang, Pin Gao, and Zizhuo Wang
WINE · 2026
Prophet Inequalities with Stochastic Choices
Shaoyu Wang, Guillermo Gallego, Pin Gao, and Su Zhao
WINE · 2025
Regulating Discriminatory Pricing in the Presence of Tacit Collusion
Zongsen Yang, Xiao Lei, and Pin Gao
WINE · 2024
Optimal Robust Mechanism Design with Nonlinear Utility
Pin Gao, Yicheng Liu, Shixin Wang, Zhen Wang, and Zizhuo Wang
WINE · 2024
Sequential Recommendation Under the Mixed Cascade Model
Pin Gao, Yicheng Liu, Chenhao Wang, and Zizhuo Wang
WINE · 2023
From Economic Agents to Agentic Economies: A Systems Blueprint for Economic World Models
Jiale Han, Xiang Li, Jing Qian, Wenyuan Gu, Pin Gao, Ye Luo, Hongyuan Zha, Dacheng Tao, Benyou Wang, and Lin William Cong
arXiv preprint · 2026 Project website · Literature and resources
Menu Optimization for Meal Delivery Platforms
Saman Lagzi, Ningyuan Chen, Pin Gao, Sheng Liu, and Chenhao Wang
Working paper
RCS Approximations for Assortment Optimization with Sequential Consumer Behavior
Pin Gao, Yicheng Liu, Chenhao Wang, and Zizhuo Wang
Working paper
Assortment Optimization with Downward Feasibility: Efficient Heuristics Based on Independent Demands
Guillermo Gallego, Pin Gao, Shaoyu Wang, and Gerardo Berbeglia
Working paper
Sponsored Search with AI-Generated Ad Content
Shaoyu Wang, Ying-Ju Chen, Pin Gao, and Yang Li
Working paper
Guokai Li, Pin Gao, Stefanus Jasin, and Zizhuo Wang
arXiv preprint · 2025 Code · Research overview
Assortment Management under the General Multi-Purchase Choice Model
Guillermo Gallego, Pin Gao, Anran Li, Zhen Wang, and Mengyan Zhu
Working paper · 2026
Robust Pricing with Consumer Search
Hao Qiu, Pin Gao, Simai He, and Ying-Ju Chen
Working paper
Entice Bidders by Maximum Bid
Zheng Xie, Pin Gao, Xuan Wang, and Ying-Ju Chen
Working paper
Assortment Optimization without Prediction: An End-to-end Framework with Transaction Data
Ningyuan Chen, Andre Cire, Pin Gao, and Shaoyu Wang
Working paper · 2025 Benchmarks and implementation
The Optimization of Inbound Marketing: Assortment Planning, Pricing Management, and Paid Advertising
Pin Gao, Shujie Luan, Ruxian Wang, and Weili Xue
Working paper