2022至今：清华大学，长聘副教授、国家高层次人才计划

2017-2022：加拿大麦吉尔大学， 助理教授、副教授（终身教职）

2016-2022： 美国劳伦斯伯克利国家实验室，博士后研究员、（兼任）战略顾问

博士，加州大学伯克利分校

硕士，加州大学洛杉矶分校

学士，浙江大学

智慧城市运筹：

· 城市物流与供应链管理 （例如：无人零售车、众包配送、在线设施选址）

· 气候韧性城市（例如：应对极端干旱、应对极端暴雨）

· 以新能源汽车为结点的电网交通网耦合 （例如：换电基础设施规划、共享无人电动汽车运行）

· 共享经济 （例如：共享电动汽车、多渠道能源共享）

祁炜研究团队每年都有计划招收博士生、硕士生、以及本科生科研助理，欢迎有志于运筹学或人工智能领域进行理论和应用研究的同学发送简历到 qiw{at}tsinghua.edu.cn。

长期招聘博士后与合同制研究人员，感兴趣请邮件发送简历。

招生期待：自我驱动；有好奇心；乐于沟通；具备良好数理基础或者编程能力；有数学、统计、计算机、工业工程或者经济方面的背景。

祁炜博士现为清华大学工业工程系长聘副教授，入选国家高层次人才计划，兼任加拿大麦吉尔大学管理学院客座教授。加入清华前，于2017年至2022年任加拿大麦吉尔大学管理学院助理教授、副教授（终身教职），兼任美国劳伦斯伯克利国家实验室中国能源研究室战略顾问。 2010年本科毕业于浙江大学竺可桢学院和控制工程与科学系，2011年硕士毕业于加州大学洛杉矶分校化学与分子生物工程系，2015年博士毕业于美国加州大学伯克利分校工业工程与运筹系。曾在劳伦斯伯克利国家实验室任博士后研究员， 在美国硅谷高科技公司承担算法开发工作。

祁炜团队的研究方向是 “智慧城市运筹学”，即从运筹学的观点来审视和解决当今城市发展中涌现出的各种新挑战，例如电网交通网耦合、最后一公里物流、共享经济、气候韧性等。反过来，研究这些问题亦有助于推动运筹学理论（如离散优化、排队论、数据驱动优化）的发展。他的研究发表在运筹学和管理科学国际顶尖期刊，例如 Operations Research 和 Management Science，并受邀广泛在国际国内的会议和高校进行报告。其跨学科研究还发表在 IEEE Transactions on Power Systems、IEEE Transactions on Smart Grid、Neurips 等权威系统工程期刊和国际会议上。曾获 INFORMS 选址分析领域 Chuck ReVelle Rising Star 奖、INFORMS ENRE（能源领域）最佳论文奖、INFORMS TSL（交通物流领域）最佳论文奖等学术荣誉。与学生合作研究曾获 INFORMS 本科生运筹学最佳论文（入围）等荣誉。他在数据分析领域的教学努力曾获麦吉尔大学管理学院年度教学奖认可。

祁炜博士领导多个国内与国际资助的研究项目，例如国家自然科学基金委员会专项项目、中国国家自然科学基金委员会-加拿大魁北克研究基金会智慧城市和大数据研究计划。曾主持一系列项目得到加拿大和魁北克省主要资助机构支持，如加拿大自然科学与工程研究理事会 (NSERC)、加拿大社会科学和人文科学研究理事会 (SSHRC)、 数据评估研究院 (IVADO)等。合作研究机构包括加拿大蒙特利尔交通署、京东、高德、美团等国内外政府和企业。

Personal website

课题组微信公众号：

THU智慧城市运筹实验室

· 华人学者管理科学与工程国际年会（CSAMSE）最佳论文奖, 2026.

· 华人学者管理科学与工程国际年会（CSAMSE）管理实践奖第二名, 2026.

· “十四五” 国家自然科学基金委资助项目优秀成果，2025.

· 国家自然科学基金委2025年度资助成果巡礼，2025.

· INFORMS 能源领域年度最佳论文奖, 2025.

· INFORMS 自然资源领域年度最佳论文奖，2025.

· 入围奖 (Top 4 out of 106), INFORMS 公共部门运筹最佳论文奖, 2025.

· 华人学者管理科学与工程国际年会（CSAMSE）管理实践奖第二名, 2025.

· 中国工业工程年会最佳论文, 2024.

· INFORMS 交通科学与物流领域年度最佳论文奖, 2023.

· INFORMS 能源领域年度最佳论文奖, 2022.

· MSOM 数据驱动研究竞赛一等奖，2022.

· 麦吉尔大学管理学院最高教学荣誉 Distinguished Teaching Award, 2020.

· INFORMS 选址分析领域新星奖 （每两年颁发一次）Chuck ReVelle Rising Star Award, 2021.

· Finalist, MSOM Service SIG Best Paper Award, 2024.

· Third Place, POMS-China Best Paper Award, 2024.

· Third Place, CSAMSE Best Paper Award, 2024.

· INFORMS 服务科学最佳论文奖第二名，2022.

· Third Place, Best Paper Award Competition, 2022 Digital Supply Chain and Supplier Diversity Conference.

· Best Paper Award Finalist, CSAMSE（华人学者管理科学与工程年会） 2021.

· Best Student Paper Award Finalist, 2021 INFORMS Conference On Service Science.

· M&SOM 优秀审稿人, 2019, 2020.

· Top Downloaded Paper, 2018-2019, Production and Operations Management.

指导学生获得荣誉：

· Runner-up, CORS Transportation and Logistics SIG Best Student Paper Award, awarded to Yan Zhang.

· 第二十界“东风日产杯”清华IE亮剑全国工业工程创新大赛算法赛道特等奖（授予颜开乐、陈佳鑫、赵威，合作指导教师：何方）

· Winner (top 1 out of 43), INFORMS TSL Best Student Paper Award, 2025, awarded to Haoran Guo.

· Winner, INFORMS TSL Cross-regional Doctoral Grant, awarded to Haoran Guo.

· INFORMS Undergraduate Operations Research Prize Finalist (Awarded to Lingjie Zhao)，2025.

· Finalist, POMS College of Supply Chain Management Best Student Paper Competition, 2025, awarded to Zhuolun Dong.

· 2025年度清华大学优秀毕业生、北京市优秀毕业生（授予赵凌杰）

· 2024年度清华大学优秀毕业生、北京市优秀毕业生（授予郭浩然）

· Runner-up, INFORMS DAS (Decision Analysis Society) Student Paper Award, 2024, awarded to Genshen Fu.

· Finalist, IISE Data Analytics & Information Systems Division Best Student Paper Competition, 2024, awarded to Haoran Guo.

· Finalist, POMS College of Service Operations Best Student Paper Competition, 2024, awarded to Genshen Fu.

· INFORMS Undergraduate Operations Research Prize Finalist (Awarded to Zhuolun Dong)，2023.

运筹、运营管理：

1. 移动零售 3：路径规划（Time-Sensitive TSP）:
   Retail on Autonomous Wheels: A Time-Sensitive Traveling Salesman Problem.
   Zhuolun Dong, Junyu Cao and Wei Qi.
   Management Science, accepted.

• Finalist, 2023 INFORMS Undergraduate Operations Research Prize.

• Finalist, POMS College of Supply Chain Management Best Student Paper Competition, 2025.

2. 能源全渠道共享（Energy Omni-Sharing）:
   Crowdsourcing Electric Mobility for Omni-Sharing Distributed Energy Resources.
   Wenqing Ai, Tianhu Deng, Wei Qi and Wei Gu.
   Manufacturing & Service Operations Management, accepted.

• Honorable Mention, 2022 Student Paper Competition of College of Sustainable Operations of POMS.

• Best Student Paper Award Finalist, 2021 INFORMS Conference on Service Science.

• Third Place, Best Paper Award Competition, 2022 Digital Supply Chain and Supplier Diversity Conference.

3. 移动零售 2：在线设施选址（Online Facility Location）:
   Online Facility Location: Running Stores on Wheels with Spatial Demand Learning.
   Junyu Cao, Wei Qi and Yan Zhang.
   Manufacturing & Service Operations Management, 28.3(2026): 935-955.

• Runner-up, 2026 CORS Transportation and Logistics SIG Best Student Paper Award.

4. 以人为本的仓储拣货（Human-Centric Warehousing）:
   Human-Centric Order Picking: Performance Prediction and Robot Assignment at a Robotic Fulfillment Center..
   Zhiqiao Wu, Jian Luo, Zhaowei Hao and Wei Qi.
   Manufacturing & Service Operations Management, 28.4(2026): 1192-1208.

5. 公交化同城物流（Public Transit for Deliveries）:
   Scaling Urban On-Demand Delivery: A Dabbawala-Inspired System for Handling Massive Demands via Public Transit.
   Yundong Feng, Yiqi Sun, Wei Qi and Zuo-Jun Max Shen.
   Production and Operations Management，35.5(2026): 1923–1944.

6. 滨海城市地下水管理（Droughts & Seawater Intrusion）:
   Coastal Groundwater Management: Seawater Intrusion Prevention, Artificial Recharge, and Climate Adaptation.
   Chengfan Hou, Lu Wang, Tianhu Deng and Wei Qi.
   Manufacturing & Service Operations Management，27.5(2025): 1625-1644.

7. 街边停车（Street Parking）:
   Coins, Cards, or Apps: Impact of Payment Methods on Street Parking Occupancy and Wait Times.
   Sena Onen Oz, Mehmet Gumus and Wei Qi.
   Production and Operations Management， 34.11 (2025): 3647-3666.

8. 氢能基础设施规划（Hydrogen Infrastructure）:
   From Curtailed Renewable Energy to Green Hydrogen: Infrastructure Planning for Hydrogen Fuel-Cell Vehicles.
   Long He, Ruijiu Mao, Nan Ke, Wei Qi and Hongcai Zhang.
   Manufacturing & Service Operations Management, 26.5 (2024): 1750-1767.
   MSOM SIG Presentation 2023.

• Winner of the INFORMS ENRE Best Publication Award in Natural Resources, 2025.

9. 换电电动汽车（Battery Swapping）:
   Scaling Up Electric-Vehicle Battery Swapping Services in Cities: A Joint Location and Repairable-Inventory Model.
   Wei Qi, Yuli Zhang and Ningwei Zhang.
   Management Science. 2023.

• Winner of the 2023 INFORMS TSL Best Paper Award.

• Winner of the 2025 INFORMS ENRE Best Publication Award in Energy.

10. 移动零售 1：“地摊经济” （Retail on Wheels）:
    Stall Economy: The Value of Mobility in Retail on Wheels.
    Junyu Cao and Wei Qi.
    Operations Research, 71.2 (2023): 708-726.

• Second-Place Winner of the 2022 INFORMS Service Science Best Cluster Paper Award.

• Finalist of the 2024 MSOM Service SIG Best Paper Award.

11. 微电网与自动驾驶（Microgrids & Self-Driving）:
    When Shared Autonomous Electric Vehicles Meet Microgrids: Citywide Energy-Mobility Orchestration.
    Wei Qi, Mengyi Sha and Shanling Li.
    Manufacturing & Service Operations Management, 24.5 (2022): 2389-2406.

• Lead article in the Special Issue on Smart City Operations.

12. 共享电动汽车（EV Sharing）:
    Charging an Electric Vehicle Sharing Fleet.
    Long He, Guangrui Ma, Wei Qi and Xin Wang.
    Manufacturing & Service Operations Management, 23.2 (2021): 471-487.

• Winner of the 2022 INFORMS ENRE Best Publication Award in Energy.

13. 何为智慧城市运筹？（A Vision）:
    A Smart-City Scope of Operations Management.
    Wei Qi and Zuo-Jun Max Shen.
    Production and Operations Management, 28.2 (2019): 393-406.

• Among top 10% most read papers in 2018-2019, POM.

14. 众包配送（Last-Mile Crowdshipping）:
    Shared Mobility for Last-Mile Delivery: Design, Operational Prescriptions and Environmental Impact.
    Wei Qi, Lefei Li, Sheng Liu and Zuo-Jun Max Shen.
    Manufacturing & Service Operations Management, 20.4 (2018): 737-751.

• [MSOM Review Blog]

15. 风储规划（Storing the Wind）:
    Joint Planning of Energy Storage and Transmission for Wind Energy Generation.
    Wei Qi, Yong Liang and Zuo-Jun Max Shen.
    Operations Research, 63.6 (2015): 1280-1293.

    Working Papers：

    暴雨韧性城市 Stormwater-Resilient Cities:
    Toward Stormwater-Resilient Cities: Robust Planning Against Extreme Rainfalls.
    With Sheng Liu and Aiqi Zhang.
    Minor revision at Operations Research.
    * MSOM SIG Presentation 2024.

    大模型赋能精益制造 AI/OR for Precision Manufacturing:
    Generating Standard Operating Procedures Toward Precision Manufacturing: An Optimization-Augmented Large Vision-Language Model.
    With Yifan Li, Hui Chen, Xiaowei Yue and Li Zheng.
    Minor revision at Manufacturing & Service Operations Management.

    供应链网络履约 Multilocation Newsvendor:
    Distributionally Robust Multilocation Newsvendor at Scale: A Scenario-Based Linear Programming Approach.
    With Chenxi Li, Sheng Liu, Lun Ran and Aiqi Zhang.
    Minor revision at Production and Operations Management.
    * Winner of the 2021 MSOM Data Driven Research Challenge.

    以人为本的路径规划 Human-Centric Routing:
    Balancing Algorithmic Clairvoyance with Human Preferences: An Inverse Reinforcement Learning Approach for Last-Mile Deliveries.
    With Genshen Fu, Pujun Zhang, Dazhou Lei and Zuo-Jun Max Shen.
    * Finalist, POMS College of Service Operations Best Student Paper Competition, 2024.
    * Third Place, POMS-China Best Paper Award, 2024.
    * Third Place, CSAMSE Best Paper Award, 2024.

    云厨房 Ghost Kitchens:
    “Uber” Your Cooking: The Sharing-Economy Operations of a Ghost-Kitchen Platform.
    With Junyu Cao and Feihong Hu.
    To be resubmitted.

    大模型赋能优化 LLM + E2E Optimization:
    Integrating LLMs and End-to-End Optimization for Urban Operations: A Case Study on Dialogical Management in Shared E-Bike Systems.
    With Zihao Jiao, Mengyi Sha, Haoyu Zhang，Xinyu Jiang and Zuo-Jun Max Shen.

    预测-决策融合 Integrated Prediction-Optimization:
    Overworking or Outsourcing: Integrated Prediction-Optimization for Human-Centric Order Assignment in Last-Mile Delivery.
    With Haoran Guo and Meng Qi.
    * Winner, INFORMS TSL Best Student Paper Award, 2025.

    电力市场虚拟竞价 Electricity Virtual Bidding:
    Strategic Virtual Bidding in a Multi-Node Electricity Market.
    With Chenbei Lu and Chenye Wu.

    无人机+末端骑手 Drone-Courier Coordination:
    On Coordinated Drone-Courier Logistics for Intra-city Express Services.
    With Shuiwang Chen, Kai Wang and Lingxiao Wu.

    海港转运 Transshipment at Seaports:
    Direct Transshipment Optimization in Hub Bulk Transshipment Terminals.
    With Liangqi Cheng, Xi Lin and Xiwen Bai.
    Under revision.
    * Second Place, CSAMSE Practice Award, 2025.

    步行友好城市@高德 Walkable Cities (with Amap):
    Data-Driven Facility Layout for Enhancing Walk Appeal in Walkable Neighborhoods.
    With Haoran Guo, Sentao Miao, Jian Cui and Zhenning Dong.
    Finalist, INFORMS PSOR Best Paper Award, 2025.
    * Winner, CSAMSE Best Paper Award, 2026.

    零售端食物浪费 Combating Food Waste:
    Combating Food Waste: When Simple Perishable Inventory and Pricing Strategies Become (Near) Optimal.
    With Zichun Liu and Sentao Miao.

    大模型赋能时间研究 VLM-Revolutionized Time Studies:
    Vision Time Measurement.
    With Yifan Li, Xiaowei Yue, Shuangshou Li and Li Zheng.

    有序换电 Coordinated Battery Swapping:
    Citywide Orchestration of Electric Vehicle Battery Swapping.
    With Zhiyuan Wang, Xian Guo and Lun Ran.

    共享电单车@美团骑行 E-Bike Sharing (with Meituan):
    Running on Empty? Reference Dependence and V-Shaped Decisions in Shared E-Bike User Choice.
    With Genshen Fu, Dazhou Lei, Xinyu Jiang and Zuo-Jun Max Shen.

    网络韧性恢复 Resilience of Coupled Networks:
    Orchestrating Interdependent Infrastructure Post-Disaster Recovery.
    With Jiaxu Huang, Nan Li and Dongping Fang.

    补货大模型 A Large Inventory Model (with JD.com):
    ORPR: An OR-Guided Pretrain-then-Reinforce Learning Model for Inventory Management.
    With Lingjie Zhao, Xue Yu, Yongzhi Qi, Hao Hu, Jianshen Zhang, Yingzheng Ma, Shuyu Han, and Zuo-Jun Max Shen.
    Second Place, CSAMSE Practice Award, 2026.

    生成式供应链计划@京东 Gen-AI for Supply Chain Planning (with JD.com):
    Rethinking Supply Chain Planning: A Generative Paradigm.
    With Jiaheng Yin, Yongzhi Qi, Jianshen Zhang, Dongyang Geng, Zhengyu Chen, Hao Hu, and Zuo-Jun Max Shen.

    黑盒预测-鲁棒决策 Prescriptive Analytics with Black-Box Predictors:
    Conformal Robust Optimization and Satisficing for Prescriptive Analytics with Black-Box Predictors.
    With Lingjie Zhao, and Hansheng Jiang.

    物理信息机器学习做优化 Physics-Informed ML for Optimization:
    PolyFormer: learning efficient reformulations for scalable optimization under complex physical constraints.
    With Yilin Wen, Yi Guo, Bo Zhao, Zechun Hu, Colin Jones, and Jian Sun.

    零售的幂率 Scaling Laws of Retail:
    On the Origins of Scaling in Urban Retail.
    With Junyu Cao and Zhuolun Dong.

    更公平的救灾物流 The Voice of Fairness:
    The Voice of Fairness in Humanitarian Logistics.
    With Yiming Guan, Jie Hu, Francisco Saldanha-da-Gama and Shuming Wang.

    短视频广告推送 Delivering Short-Video Ads:
    When to Show the Next Ad on Short-Video Platforms: Joint Content and Frequency Optimization.
    With Dairui Wang and Junyu Cao.

    移动充电 Energy-Constrained Spatial Queues:
    On-Demand Service Zone Design for Energy-Constrained Spatial Queueing Systems.
    With Peng Lin, Cheng Hua and Kai Wang.

    
    

    能源、交通、供应链等期刊发表：

16. Manifold Optimized GAN Based EV Charging Session Data Generation.
    Qifan Wang, Wenqing Ai, Wei Qi and Chengye Wu.
    Applied Energy, 2026.

17. Qifan Wang, Wenqing Ai, Wei Qi and Chengye Wu.
    Applied Energy, 2026.

18. Optimizing urban electric vehicle charging and battery swapping infrastructure: A location-inventory-grid model. Wenqing Ai, Hanyu Cheng and Wei Qi.
    Transportation Research Part E, 2026.

19. A location optimization method for shelter-in-place in case of multi-hazard chemical accidents based on dynamic risk assessment.
    Zhichao He, Genserik Reniers, Kaixin Shen, Yiping Bai, Meng Lan, Xinyan Huang, Wei Qi, Xiaoli Lyu, Xiaole Zhang, Wenguo Weng.
    Safety Science, 2026.

20. RideAgent: An LLM-Enhanced Optimization Framework for Automated Taxi Fleet Operations.
    Xinyu Jiang, Haoyu Zhang, Mengyi Sha, Zihao Jiao, Long He, Junbo Zhang, Wei Qi.
    IEEE Transactions on Automation Science and Engineering, 2026.

21. Toward resilient green cloud computing: Joint operations of energy storage and spatial task allocation.
    Zihao Jiao, Xiaoxin Xie, Mengyi Sha, Wei Qi.
    Omega, 2026.

22. Evaluation of the resilience of large-scale interdependent infrastructure through simplification-enhanced network modeling.
    Kaixin Shen, Meng Lan, Paolo Gardoni, Wenguo Weng, Zilin Xie, Jing Geng, Zhichao He, Wei Qi, Xiaole Zhang.
    Reliability Engineering & System Safety, 2025.

23. Uncovering hidden energy injustice in the distribution of urban electric vehicle charging resources.
    Z. Jiao, W. Qi, Y. Liu, Z. Wang and L. Ran.
    Cell Reports Sustainability, accepted in 2025.

24. Farsighted Stability of Distributed Energy Resource Sharing.
    W. Ai, T. Deng, W. Qi.
    Applied Energy, accepted in 2022.

25. Innovation uncertainty, new product press timing and strategic consumers.
    Zhaowei Hao, Wei Qi, Tianxiao Gong, Lihua Chen, Zuo-Jun Max Shen.
    Omega, accepted in 2019.

26. A Second Order Cone Programming Model for PEV Fast-Charging Station Planning.
    H. Zhang, S. J. Moura, Z. Hu, W. Qi and Y. Song.
    IEEE Transactions on Power Systems, vol.33, no.3, pp. 2763-2777, May 2018.

27. Joint Planning of PEV Fast-Charging Network and Distributed PV Generation Using the Accelerated Generalized Benders Decomposition.
    H. Zhang, S. J. Moura, Z. Hu, W. Qi and Y. Song.
    IEEE Transactions on Transportation Electrification, 4.3 (2018): 789-803.

28. Coordinating and Sharing Demand-Side Energy Resources - A Conceptual Design.
    W. Qi, B. Shen, H. Zhang and Z. M. Shen.
    Energy, vol.135, 15 September 2017, Pages 455–465.

29. Hierarchical Coordinated Control of Plug-in Electric Vehicles Charging in Multi-family Dwellings.
    W. Qi, Z. Xu, Z. M. Shen, Z. Hu and Y. Song.
    IEEE Transactions on Smart Grid, vol.5, no.3, pp.1465-1474, May 2014.

30. Distributed Supervisory Predictive Control of Distributed Wind and Solar Energy Generation Systems.
    W. Qi, J. Liu and P. D. Christofides.
    IEEE Transactions on Control Systems Technology, 21, 504-512, 2013.

31. Supervisory Predictive Control for Long-Term Scheduling of an Integrated Wind/Solar Energy Generation and Water Desalination System.
    W. Qi, J. Liu and P. D. Christofides.
    IEEE Transactions on Control Systems Technology, 20, 504-512, 2012.

32. A Distributed Control Framework for Smart Grid Development: Energy/Water System Optimal Operation and Electric Grid Integration.
    W. Qi, J. Liu and P. D. Christofides.
    Journal of Process Control, 21, 1504-1516, 2011.

33. Supervisory Predictive Control of Stand-Alone Wind-Solar Energy Generation Systems.
    W. Qi, J. Liu, X. Chen and P. D. Christofides.
    IEEE Transactions on Control Systems Technology, 19, 199-207, 2011.

    会议论文：

34. Beidan Liu, Zhengqiu Zhu, Chen Gao, Tianle Pu, Yong Zhao, Wei Qi, Quanjun Yin, “Learn to Relax with Large Language Models: Solving Constraint Optimization Problems via Bidirectional Coevolution,” ACL 2026.

35. Dairui Wang, Junyu Cao, Yan Zhang, Wei Qi, “Cascading bandits: optimizing recommendation frequency in delayed feedback environments,” Advances in Neural Information Processing Systems (Neurips) 2023.

36. T. Wang, C. Wu, W. Qi, “On Data-driven Multi-Product Pricing,” American Control Conference (ACC), New Orleans, Louisiana, May 2021. Also published in IEEE Control Systems Letters, vol. 5, no. 5, pp. 1687-1692, Nov. 2021.

37. H. Zhang, S. J. Moura, Z. Hu, W. Qi, and Y. Song, “Joint PEV Charging Station and Distributed PV Generation Planning,” IEEE Power & Energy Soc. Gen. Meeting, 2017.

38. H. Zhang, W. Qi, Z. Hu, and Y. Song, “Planning Hydrogen Refueling Stations with Coordinated On-Site Electrolytic Production,” IEEE Power & Energy Soc. Gen. Meeting, 2017.

39. W. Qi, J. Liu, and P. D. Christofides. A two-time-scale framework for supervisory predictive control of an integrated wind/solar energy generation and water desalination system. In Proceedings of the American Control Conference, pages 2677-2682, San Francisco, California, 2011.

40. W. Qi, J. Liu and P. D. Christofides. Supervisory predictive control of an integrated wind/solar energy generation and water desalination system. In Proceedings of the 9th International Symposium on Dynamics and Control of Process Systems, pages 821-826, Leuven, Belgium, 2010.

    技术报告、专著章节：
    

41. Dupuy, Max, Fredrich Kahrl, Frederick Weston, Bo Shen, Andy Satchwell, Peter Cappers, Jennifer Potter, Wei Qi, Ella Zhou, Yingchen Zhang, John Barnett, Travis Lowder, and Lars Bregnbaek. Power Consumption, Demand and Competition Cooperation: Recommendations for the Pilots in Guangdong, Jilin, Jiangsu, and Shanghai. 2017.

42. Qi, Wei, Roger Sathre, William R Morrow, III, and Arman Shehabi. Unit price scaling trends for chemical products. Berkeley, 2015. LBNL-189844.

43. “Intelligent supply chain blueprint, “ with Z.-J. M. Shen, Z. Gong, H. Lee, S. Lin, Y. Liang, L. Xin, M. Qi, X. Ma, JD.com, TCL, and Alibaba, 2025. Forthcoming.

44. He L., Ma G., Qi W., Wang X., Hou S. (2022) Planning and Management of Charging Facilities for Electric Vehicle Sharing. In: Pardalos P.M., Rassia S.T., Tsokas A. (eds) Artificial Intelligence, Machine Learning, and Optimization Tools for Smart Cities. Springer Optimization and Its Applications, vol 186. Springer, Cham.

国家自然科学基金委员会，创新群体项目（公共安全应急管理），核心成员，2025-2030。

国家自然科学基金委员会，专项项目（城市安全韧性与智慧运营基础科学问题研究），“信息不充分条件下城市生命线工程运营管理与韧性恢复研究”，2023-01至2026-12，主持人，200万。

国家自然科学基金委员会与加拿大魁北克研究基金会，组织间国际(地区)合作研究与交流项目——“智慧城市与大数据”项目，“大数据驱动的智慧城市服务运营管理——基于系统耦合的视角”，2020-04至2022-08，加方主持人。

京东合作项目，AI赋能的供应链智能预测与库存优化，主持人，2025-2028。

加拿大数据评估研究院 Institut de valorisation des données (IVADO)， Funding Program for Fundamental Research Projects， Joint OR/ML Methodologies for Retail on Wheels，2020-09至2022-08，主持。

加拿大社会科学和人文科学研究理事会 Social Sciences and Humanities Research Council (SSHRC)，Insight Development Grant，Tackling Inequality in Urban On-demand Bikeshare Services，2020-06至2022-05，主持。

魁北克社会及文化研究基金会 Quebec Fund for Research, Society and Culture (FQRSC)，New Researcher，2020-NP-267792，
Sharing Sustainable Mobility in Smart Cities，2019-05至2022-04，主持。

加拿大自然科学与工程研究理事会 Natural Sciences and Engineering Research Council (NSERC)，Discovery Grant，RGPIN-2019-04769，Towards a Smart-City Future: Urban- Scale Integration of Mobility and Energy Systems，2019-04至2024-03，主持。

麦吉尔大学 McGill University, Internal Social Sciences and Humanities Development Gra nt, 78505, Promoting Electrical Vehicle Sharing Through Integrated Planning a nd Operations，2018-02至2019-01,  主持。

清华大学:

   · 运筹学 II：应用随机模型（本科核心课）

   · Production Management（国际工程管理硕士项目）

   · Strategic Management（国际工程管理硕士项目）

   · 系统工程 （工程管理硕士项目）

   · 工业工程系博士生研讨课

麦吉尔大学 (2017-2022):

   · MGSC 404: Foundations of Decision Analytics (Undergraduate Business Analytics Concentration)

   · MGSC 603: Foundations of Data Analytics (Joint Master Program with Zhejiang University, China)

   · MGCR 271: Business Statistics (Undergraduate Core Course)

受邀讲座：

   · 2022 至今，清华大学：工业工程系博士生新生讲座、未央书院工程导论

   · 2019-2020，麦吉尔大学: Retail Management Project (本科生课程), Precision Retailing (博士生课程)

Graduated Students

Tsinghua PhD students:

  · Yan Cheng (Dissertation Committee, 2024, Assistant Professor, Shanghai University of Finance and Economics)

  · Dazhou Lei (Dissertation Committee, 2024, Associate Professor, School of Economics and Management, Beijing Jiaotong University)

  · Chuanju Liu (Dissertation Committee, 2023, Tsinghua University)

  · Zhiyu Zeng (Dissertation Committee, 2023, Post-doctoral Fellow, Washington University in St. Louis -> Assistant Professor at Shanghai Jiao Tong University Antai College of Economics and Management)

  · Yiqi Sun (Dissertation Committee, 2023, Post-doctoral Fellow, the University of Hong Kong)

Tsinghua undergraduate students:

  · Feier Yan (2025) -> PhD at the University of Hong Kong

  · Weining Rao (2025) -> PhD at the Chinese Academy of Sciences

  · Yichen Li (2024) -> PhD at the University of Michigan, Ann Arbor

  · Wenbo Zhang (2024) -> PhD at the Tsinghua Shenzhen International Graduate School

McGill undergraduate students:

  · Celeste Groux (2023) -> PhD in Cornell ORIE

  · Xinyue Zhang (2023) -> Master in Operations Research at Columbia University

  · Lingqi Guo (2022) -> Master in Analytics at Berkeley

  · Jiaying Yao (2022) -> Master in Management Analytics at McGill

  · Belinda Zhang (2021) -> Master in Analytics at the University of Hong Kong

  · Sherry Sun (2020) -> Master of Finance at MIT

  · Yingchen Liu (2020) -> Master in Data Science at Harvard

Postdoctoral Fellows

 · Mengyi Sha (2025)，assistant professor at the School of Economics and Management, Beijing University of Posts and Telecommunications

 · Aiqi Zhang (Co-Supervisor, 2023), assistant professor at the Lazaridis School of Business & Economics, Wilfrid Laurier University

   · 我国学者在滨海地下水协同管理与气候适应研究中取得进展, 国家自然科学基金委员会管理科学部官网报道，2026年1月。

  · AI “大脑” 点亮低空经济，21财经，2025年9月。

  · 我国学者在电动汽车的换电服务运营管理研究中取得进展, 国家自然科学基金委员会管理科学部官网报道，2024年1月。

  · Self-driving cars let retailers bring the store to you. Medium, January 2024.

  · 工业工程系祁炜团队获三项美国运筹学与管理科学学会（INFORMS）年度奖项，清华大学新闻网，2022年11月。

  · A more decision-oriented and synergy-oriented paradigm for next-gen urban transportation.The Hill Times, March 2022.

  · Can crowdshipping solve last-mile delivery shortages? Trucknews.com, December 2020.    

  · Can Smart Cities Be Smarter? Delve, February 2021.    

  · 2020 Virtual Smart-City Operations and Analytics Conference, on October 20, 2020.

• 国内外项目评审

       中国国家自然科学基金

       教育部人才项目

       加拿大自然科学与工程研究理事会

       加拿大社会科学和人文科学研究理事会

       香港研究资助局

• 中国运筹学会数据科学与运筹智能分会（筹）常务理事、秘书长

• 第九届北京市运筹学会理事

• Associate editor, Asia-Pacific Journal of Operational Research

• Guest Editor, Networks special issue on "Optimization, Integration, and Future Directions in Low-Altitude Economy Networks."

• 编委，《运筹与管理》

• 客座编辑，《运筹与管理》“运筹管理与大模型协同理论创新与实践” 专题

• 期刊审稿
  

运筹与运营管理：Operations Research, Management Science, Manufacturing & Service Operations Management, Production and Operations Management, Naval Research Logistics, IISE Transactions, Service Science, Transportation Science, Transportation Research Part B, Transportation Research Part D, Decision Sciences, Omega, Journal of Cleaner Production, Computers & Operations Research, Socio-Economic Planning Sciences

       工程类：IEEE Transactions on Smart Grid, IEEE Transactions on Power Systems, IEEE Transactions on Control Systems Technology, IEEE Transactions on Industrial Electronics, IEEE Transactions on Intelligent Transportation Systems, IEEE Transactions on Sustainable Energy, IEEE Intelligent Systems, IEEE Access, IEEE Transactions on Automation Science and Engineering, International Transactions on Electrical Energy Systems, Journal of Intelligent Systems, Solar Energy, Energies, 系统工程理论与实践

       其它: Nature Computational Science,  Energy Policy

学术会议与奖项外部评审：