教育经历

  • 2014-2019 清华大学交叉信息研究院，博士
  • 2010-2014 清华大学电子工程系，学士

工作经历

  • 2024-现在 中国人民大学，预聘副教授
  • 2020-2024 中国人民大学，预聘助理教授
  • 2019-2020 卡内基梅隆大学，博士后研究员

研究方向

多智能体系统、博弈论、机制设计、机器学习

教授课程

  • 本科生课程：人工智能与Python程序设计、新文科计算思维与方法、计算经济学、法律数据分析基础
  • 研究生课程：博弈论与计算经济学、法律数据分析实践

科研项目

  • 2022 - 2024 不完全信息博弈中的信息交流与策略学习 国家自然科学基金青年科学基金项目 主持
  • 2022 - 2024 不确定环境下的贝叶斯劝说模型及学习方法 中国人民大学新教师启动项目 主持
  • 2022 - 2026 网络拍卖与匹配市场设计 国家自然科学基金重大项目 参与
  • 2023 - 2026 面向图学习的分布式原生图存储与计算方法研究 国家自然科学基金联合基金项目 参与
  • 2024 - 2025 智能社会治理仿真演化模型研究 科技部科技创新2030项目 参与
  • 企业合作：主持多项企业委托项目，与华为、快手、字节跳动、美团等企业均有合作关系

学术论文

2026
Bridging Legal Expertise and LLMs: A Cooperative Logical Reasoning Framework for Sentencing Recommendation.
Weiran Shen, Hongtao Liu, Jun Yin, Jinting Deng.
ICASSP-2026
下载： 论文文档
Modeling and Solving Stable Matching under Probabilistic Preferences with Large Language Models.
Yuqi Kong, Shiyu Liu, Jiaxu Li, Hongtao Liu, Qi Qi, Weiran Shen.
ACL-2026 (Findings)
下载： 论文文档
The Power of Initial Investigation in Audit Games
Ren Liu, Weiran Shen
The 40th AAAI Conference on Artificial Intelligence
下载： 论文文档
IBCB: Efficient Inverse Batched Contextual Bandit for Behavioral Evolution History
Yi Xu, Weiran Shen, Jun Xu, Xiao Zhang, Ji-Rong Wen
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
下载： 论文文档
链接： 链接
2025
Optimal Hiring Strategy in Auction-Based Crowdsourcing Systems.
Hongtao Liu, Weiran Shen, Yiheng Shen.
IJTCS-FAW-2025
下载： 论文文档
Public Signaling in Markets with Information Asymmetry Using a Limited Number of Signals
Xu Zhao, Ren Liu, Weiran Shen.
IJCAI-2025
下载： 论文文档
Stackelberg vs. Nash in the Lottery Colonel Blotto Game
Yan Liu, Bonan Ni, Weiran Shen, Zihe Wang, Jie Zhang.
IJCAI-2025
下载： 论文文档
Optimizing Revenue through User Coupon Recommendations in Truthful Online Ad Auctions
Xiaodong Liu, Yiming Ding, Xiao Lin, Changcheng Li, Peng Jiang, Weiran Shen
The 2025 ACM Web Conference
下载： 论文文档
Two-stage Auction Design in Online Advertising
Zhikang Fan, Lan Hu, Ruirui Wang, Zhongrui Ma, Yue Wang, Qi Ye, Weiran Shen
The 2025 ACM Web Conference
下载： 论文文档
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
The 18th ACM International Conference on Web Search and Data Mining
下载： 论文文档
2024
Optimal Fixed-Price Mechanism with Signaling.
Zhikang Fan, Weiran Shen.
DAI-2024
下载： 论文文档
LTP-MMF: Towards Long-term Provider Max-min Fairness Under Recommendation Feedback Loops. ACM Transactions on Information Systems
Chen Xu, Xiaopeng Ye, Jun Xu, Xiao Zhang, Weiran Shen, Ji-Rong Wen.
ACM Transactions on Information Systems (TOIS)
下载： 论文文档
链接： 链接
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.
EMNLP-2024 (Fingdings)
下载： 论文文档
An Extensive Study of Security Games with Strategic Informants
Weiran Shen, Minbiao Han, Weizhe Chen, Taoan Huang, Rohit Singh, Haifeng Xu, Fei Fang
Artificial Intelligence
下载： 论文文档
链接： 链接
Optimal Auction Design with User Coupons in Advertising Systems
Xiaodong Liu, Weiran Shen
IJCAI-2024
下载： 论文文档
A mechanism design approach for multi-party machine learning
Mengjing Chen, Yang Liu, Weiran Shen, Yiheng Shen, Pingzhong Tang, Qiang Yang.
Theoretical Computer Science
下载： 论文文档
链接： 链接
A Fast Algorithm for k Memory Messaging Scheme Design in Dynamic Environments with Uncertainty
Zhikang Fan, Weiran Shen.
ICAPS-2024
下载： 论文文档
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.
AAAI-2024
下载： 论文文档
2023
Auto-bidding with Budget and ROI Constrained Buyers
Xiaodong Liu, Weiran Shen
IJCAI-2023
下载： 论文文档
Revenue Maximization Mechanisms for an Uninformed Mediator with Communication Abilities
Zhikang Fan, Weiran Shen
IJCAI-2023
下载： 论文文档
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
ICLR-2023
下载： 论文文档
P-MMF Provider Max-min Fairness Re-ranking in Recommender System
Chen Xu, Sirui Chen, Jun Xu, Weiran Shen, Xiao Zhang, Gang Wang
WWW-2023
下载： 论文文档
2022
Inverse Game Theory for Stackelberg Games: the Blessing of Bounded Rationality
Jibang Wu, Weiran Shen, Fei Fang, Haifeng Xu
NeurIPS-2022
下载： 论文文档
A Mechanism Design Approach for Multi-Party Machine Learning
Mengjing Chen, Yang Liu, Weiran Shen, Yiheng Shen, Pingzhong Tang, Qiang Yang
IJTCS-FAW-2022
下载： 论文文档
2021
Optimal pricing policy design for selling cost-reducing innovation in Cournot games
Mengjing Chen, Haoqiang Huang, Weiran Shen, Pingzhong Tang, Zihe Wang, Jie Zhang
Theoretical Computer Science
下载： 论文文档
Coalitional Permutation Manipulations of the Gale-Shapley Algorithm.
Weiran Shen, Yuan Deng, Pingzhong Tang
Artificial Intelligence
下载： 论文文档
链接： 链接
Optimal Pricing of Information
Shuze Liu, Weiran Shen, Haifeng Xu
EC'21
下载： 论文文档
Coupon Design in Advertising Systems
Weiran Shen, Pingzhong Tang, Xun Wang, Yadong Xu, Xiwang Yang
AAAI'21
下载： 论文文档
2020
Harnessing the Power of Deception in Attack Graph-Based Security Games
Stephanie Milani, Weiran Shen, Kevin S. Chan, Sridhar Venkatesan, Nandi O. Leslie, Charles Kamhoua and Fei Fang
GameSec'20
下载： 论文文档
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 and Pingzhong Tang
AAAI'20.
下载： 论文文档
Green Security Game with Community Engagement.
Taoan Huang, Weiran Shen, David Zeng, Tianyu Gu, Rohit Singh and Fei Fang
AAMAS'20.
下载： 论文文档
Learning to Design Coupons in Online Advertising Market.
Weiran Shen, Xun Wang, Yadong Xu, XiwangYang and Pingzhong Tang
AAMAS'20.
下载： 论文文档
Bayesian Nash Equilibrium in First-Price Auction with Discrete Value Distributions.
Zihe Wang, Weiran Shen and Song Zuo
AAMAS'20.
下载： 论文文档
互联网广告机制设计的若干前沿问题
唐平中，王子贺，沈蔚然，曾驭龙，倪博楠
中国计算机学会通讯
When to Follow the Tip: Security Games with Strategic Informants.
Weiran Shen, Weizhe Chen, Taoan Huang, Rohit Singh and Fei Fang.
IJCAI'20.
下载： 论文文档
2019
Learning Optimal Strategies to Commit To.
Binghui Peng, Weiran Shen, Pingzhong Tang and Song Zuo
AAAI'19..
下载： 论文文档
Buyer Signaling Game in Auctions.
Weiran Shen, Pingzhong Tang and Yulong Zeng
AAMAS'19..
下载： 论文文档
Automated Mechanism Design via Neural Networks.
Weiran Shen, Pingzhong Tang and Song Zuo
AAMAS'19..
下载： 论文文档
Learning to Clear the Market.
Weiran Shen, Sébastien Lahaie and Renato PaesLeme
ICML'19..
下载： 论文文档
Dispatching through Pricing: Modeling Ride-Sharing and Designing Dynamic Prices.
Mengjing Chen, Weiran Shen, Pingzhong Tang and Song Zuo
IJCAI'19.
下载： 论文文档
2018
Coalition Manipulation of the Gale-Shapley Algorithm.
Yuan Deng, Weiran Shen, and Pingzhong Tang
AAAI'18.
下载： 论文文档
Ex-post IR Dynamic Ad Auctions with Cost-per-action Payments.
Weiran Shen, Zihe Wang and Song Zuo
IJCAI-ECAI'18.
下载： 论文文档
Buyer-Optimal Distribution.
Weiran Shen, Pingzhong Tang and Yulong Zeng
AAMAS'18.
下载： 论文文档
Coalitional Permutation Manipulations of the Gale-Shapley Algorithm.
Yuan Deng, Weiran Shen and Pingzhong Tang
AAMAS'18.
下载： 论文文档
A Closed-Form Characterization of Buyer Signaling Schemes in Monopoly Pricing.
Weiran Shen, Pingzhong Tang and Yulong Zeng
AAMAS'18..
下载： 论文文档
2017
Hotelling-Downs Model with Limited Attraction.
Weiran Shen, Zihe Wang
AAMAS'17.
下载： 论文文档
Practical versus Optimal Mechanisms.
Weiran Shen, Pingzhong Tang
AAMAS'17.
下载： 论文文档

社会兼职

  • 会议PC、SPC、AC：AAAI (2020-2026), IJCAI (2021-2025), ICML (2021-2025), NeurIPS (2020-2025), ICLR (2022), WINE (2023-2025), AAMAS (2020-2025), ECAI (2020, 2023), WWW (2025).
  • 期刊审稿：AAMAS (2023), IEEE Intellegent Systems (2019), IEEE TAC (2019), IEEE TAI (2020), TKDE (2020), AIJ (2024, 2025), JET (2025)
  • CCF计算经济学专委执行委员
  • CCF理论计算机科学专委执行委员
  • 中国运筹学会博弈论分会第五届理事会理事

联系

电话：--

邮箱：shenweiran@ruc.edu.cn

个人网页：--

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