About Me
“Zwei Dinge erfüllen das Gemüt mit immer neuer und zunehmender Bewunderung und Ehrfurcht, je öfter und anhaltender sich das Nachdenken damit beschäftigt: der bestirnte Himmel über mir und das moralische Gesetz in mir.”
任龙，管理学博士，副教授，博士生导师，惠园优秀青年学者。2018年清华大学经济管理学院管理科学与工程专业取得博士学位，美国圣路易斯华盛顿大学奥林商学院、香港科技大学商学院访问学者。
近5年以第一作者或合作者身份在国内外高水平期刊与主流媒体发表论文30余篇（ESI前1%论文1篇，JCR TOP 10篇），包括《管理工程学报》《中国管理科学》《光明日报》, Annals of Operations Research, European Journal of Operational Research, IEEE Transactions, Information & Management, Information Processing & Management, International Journal of Production Economics, Journal of Operational Research Society, Reliability Engineering & System Safety, Transportation Research等，研究成果受到广泛关注，分别被Management Science, Manufacturing & Service Operations Management, Production and Operations Management与《管理世界》等多篇已发表论文引用。并先后多次受邀在管理科学国际顶级会议，如INFORMS年会、M&SOM年会以及POMS年会等作报告。几年来，共主持国家自然科学基金、教育部人文社会科学、北京市自然科学、北京市社会科学基金等多项纵向课题，参与国家自然科学基金重大、重点项目，及中国石油、米其林、IBM、杉树科技等企业横向课题多项，取得一系列研究成果。
现为中国运筹学会分会理事、北京系统工程学会理事，INFORMS、POMS、IEEE、SIAM、中国物流学会等学术协会会员，担任多个国际知名期刊的特约审稿人，FRM Certificated。
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Research Interests
† 运营与供应链管理：平台运营管理、供应链金融、运营与营销交叉研究、可持续运营管理
† 商务智能与决策分析：偏好学习、推荐系统、强化学习
† 金融科技与风险管理：智能投顾、集成风险管理、运营与金融对冲
† 企业数智化转型：区块链、人工智能技术在企业管理中的应用
Recent Publications
† Hu, X., Kang, S.,(学) Ren, L*., & Zhu, S., (2024) Interactive Investor Preference Analysis, A Reinforcement Learning Framework. European Journal of Operational Research, 319 (3), 983-998
† Chu, X., Wang, R., Ren, L*., Li, Y., & Zhang, S. (2024). Enabling joint distribution with blockchain technology in last-mile logistics. Computers & Industrial Engineering, 187, 109832.
† Ren, L., Cong, S.,(学) Xue, X., & Gong, D*. (2024). Credit rating prediction with supply chain information: a machine learning perspective. Annals of Operations Research, 1-30.
† Ren, P., Zhu, B*., Ren, L., & Ding, N. (学) (2023). Online choice decision support for consumers: Data-driven analytic hierarchy process based on reviews and feedback. Journal of the Operational Research Society, 74(10), 2227-2240.
† Xue, G., Liu, S., Ren, L., & Gong, D*. (2023). Forecasting hourly attraction tourist volume with search engine and social media data for decision support. Information Processing & Management, 60(4), 103399.
† Hu, X., Chen, Y.,(学) Ren, L*., & Xu, Z. (2023). Investor preference analysis: An online optimization approach with missing information. Information Sciences, 633, 27-40.
† Zhu, B., Guo, D., & Ren, L*. (2022). Consumer preference analysis based on text comments and ratings: A multi-attribute decision-making perspective. Information & Management, 59(3), 103626.
† 胡晓, 冯乾彬, 宫大庆, & 任龙*. (2022). 技术进步偏向性对中国城市碳中和进程的作用机制. 中国人口· 资源与环境, 32(7), 91-103.
† Ren, L., Zhu, B., & Xu, Z. (2021). Continuous exp strategy for consumer preference analysis based on online ratings. IEEE Transactions on Fuzzy Systems, 30(7), 2621-2633.
† Chu, X., Liu, J., Ren, L*., & Gong, D. (2020). Optimal contract design with a common agency in last-mile logistics. Transportation Research Part E: Logistics and Transportation Review, 139, 101956.
† Gong, D., Liu, S., Liu, J., & Ren, L*. (2020). Who benefits from online financing? A sharing economy E-tailing platform perspective. International Journal of Production Economics, 222, 107490（ESI高被引）.
† 任龙. (2019). 风险管理总能创造价值么?——基于产品市场竞争的研究. 管理工程学报, 33(3), 17-23.
Selected Working Paper
† Integrated Operational and Financial Hedging Across Multiple Markets: A Value-at-Risk Approach, with J. Chen (Tsinghua University), Q. Ding (Huazhong University of Science and Technology), and Jeanette (Jing-sheng) Song (Duke University), under second round revision in Operations Research
† Financing Small and Medium-Sized Enterprises via Retail Platforms, with Lingxiu Dong (Washington University in St. Louis) and Dennis Zhang (Washington University in St. Louis). under second round revision in M&SOM.
† Improving the Spatial Fairness of Spatiotemporal Sequence Forecasting Service Systems, under second round revision in Production and Operations Management (POM).
† A Risk-Averse Newsvendor Pricing Model Under the VaR Criterion, under third round revision in Naval Research Logistics (NRL).
† A Theory Model of Online Social Learning, with Man Yu (Business School, Hong Kong University of Science and Technology), prepare for submission to Management Science.
† Financial Hedging Decisions on Procurement Risk with Value-at-risk Consideration, with J. Chen (Tsinghua University), Q. Ding (Huazhong University of Science and Technology), Jeanette (Jing-sheng) Song (Duke University), and Yuan Wen (China Development Bank), prepare for submission to M&SOM.
† How to Finance the Budget Constrained Farmers? An ESG Perspective
† Robots, Social Inequality, and Human Capital Investment
† Reinforcement Investor Preference Analysis with Convex Constraints
Projects
† 国家自然科学基金 “平台经济背景下供应链运作与财务集成策略研究”（工商管理）
† 北京市自然科学基金 “数据驱动的城市运营与治理研究——以新冠疫情下的北京市城市轨道交通为例”（管理科学）
† 北京市社会科学基金 “贸易战背景下北京企业供应链风险对策研究”（管理学）
† 教育部人文社会科学基金 “基于风险价值的企业运营与定价联合决策研究”（管理学）
† 企业横向课题 米其林绩效奖金信息系统规划、分析与设计
† 企业横向课题 中国石油国际事业有限公司量化市场风险研究——基于VaR体系
† 企业横向课题 数据驱动的北京地铁客流预测研究
† 企业横向课题 众安银行智能推荐系统