| 2026 | AAAI | The Power of Initial Investigation in Audit Games. | Ren Liu, Weiran Shen |
| 2026 | ACL | Modeling and Solving Stable Matching under Probabilistic Preferences with Large Language Models. | Yuqi Kong, Shiyu Liu, Jiaxu Li, Hongtao Liu, Qi Qi, Weiran Shen |
| 2025 | FAW | Optimal Hiring Strategy in Auction-Based Crowdsourcing Systems. | Hongtao Liu, Weiran Shen, Yiheng Shen |
| 2025 | IJCAI | Stackelberg vs. Nash in the Lottery Colonel Blotto Game. | Yan Liu, Bonan Ni, Weiran Shen, Zihe Wang, Jie Zhang |
| 2025 | IJCAI | Public Signaling in Markets with Information Asymmetry Using a Limited Number of Signals. | Xu Zhao, Ren Liu, Weiran Shen |
| 2025 | WWW | Two-stage Auction Design in Online Advertising. | Zhikang Fan, Lan Hu, Ruirui Wang, Zhongrui Ma, Yue Wang, Qi Ye, Weiran Shen |
| 2025 | WWW | Optimizing Revenue through User Coupon Recommendations in Truthful Online Ad Auctions. | Xiaodong Liu, Xiao Lin, Yiming Ding, Changcheng Li, Peng Jiang, Weiran Shen |
| 2025 | WSDM | Balancing Revenue and Privacy with Signaling Schemes in Online Ad Auctions. | Hongtao Liu, Luxi Chen, Yiming Ding, Changcheng Li, Han Li, Peng Jiang, Weiran Shen |
| 2024 | AAAI | Simultaneous Optimization of Bid Shading and Internal Auction for Demand-Side Platforms. | Yadong Xu, Bonan Ni, Weiran Shen, Xun Wang, Zichen Wang, Yinsong Xue, Pingzhong Tang |
| 2024 | EMNLP | SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent. | Jiarui Ji, Yang Li, Hongtao Liu, Zhicheng Du, Zhewei Wei, Qi Qi, Weiran Shen, Yankai Lin |
| 2024 | ICAPS | A Fast Algorithm for k-Memory Messaging Scheme Design in Dynamic Environments with Uncertainty. | Zhikang Fan, Weiran Shen |
| 2024 | IJCAI | Optimal Auction Design with User Coupons in Advertising Systems. | Xiaodong Liu, Zhikang Fan, Yiming Ding, Yuan Guo, Lihua Zhang, Changcheng Li, Dongying Kong, Han Li, Weiran Shen |
| 2023 | ICLR | Deep Generative Modeling on Limited Data with Regularization by Nontransferable Pre-trained Models. | Yong Zhong, Hongtao Liu, Xiaodong Liu, Fan Bao, Weiran Shen, Chongxuan Li |
| 2023 | IJCAI | Revenue Maximization Mechanisms for an Uninformed Mediator with Communication Abilities. | Zhikang Fan, Weiran Shen |
| 2023 | IJCAI | Auto-bidding with Budget and ROI Constrained Buyers. | Xiaodong Liu, Weiran Shen |
| 2023 | WWW | P-MMF: Provider Max-min Fairness Re-ranking in Recommender System. | Chen Xu, Sirui Chen, Jun Xu, Weiran Shen, Xiao Zhang, Gang Wang, Zhenhua Dong |
| 2022 | FAW | A Mechanism Design Approach for Multi-party Machine Learning. | Mengjing Chen, Yang Liu, Weiran Shen, Yiheng Shen, Pingzhong Tang, Qiang Yang |
| 2021 | AAAI | Coupon Design in Advertising Systems. | Weiran Shen, Pingzhong Tang, Xun Wang, Yadong Xu, Xiwang Yang |
| 2020 | AAAI | Reinforcement Mechanism Design: With Applications to Dynamic Pricing in Sponsored Search Auctions. | Weiran Shen, Binghui Peng, Hanpeng Liu, Michael Zhang, Ruohan Qian, Yan Hong, Zhi Guo, Zongyao Ding, Pengjun Lu, Pingzhong Tang |
| 2020 | IJCAI | When to Follow the Tip: Security Games with Strategic Informants. | Weiran Shen, Weizhe Chen, Taoan Huang, Rohit Singh, Fei Fang |
| 2019 | AAAI | Learning Optimal Strategies to Commit To. | Binghui Peng, Weiran Shen, Pingzhong Tang, Song Zuo |
| 2019 | ICML | Learning to Clear the Market. | Weiran Shen, Sbastien Lahaie, Renato Paes Leme |
| 2019 | IJCAI | Dispatching Through Pricing: Modeling Ride-Sharing and Designing Dynamic Prices. | Mengjing Chen, Weiran Shen, Pingzhong Tang, Song Zuo |
| 2018 | AAAI | Coalition Manipulation of Gale-Shapley Algorithm. | Weiran Shen, Pingzhong Tang, Yuan Deng |
| 2018 | IJCAI | Ex-post IR Dynamic Auctions with Cost-per-Action Payments. | Weiran Shen, Zihe Wang, Song Zuo |
| 2018 | WWW | Optimal Vehicle Dispatching for Ride-sharing Platforms via Dynamic Pricing. | Mengjing Chen, Weiran Shen, Pingzhong Tang, Song Zuo |