Yuan Wang

Dr Jessica Wang Yuan

Associate Professor, Logistics and Supply Chain Management Programme

School of Business

Tel: +65 6240 8809

Email: d2FuZ3l1YW5Ac3Vzcy5lZHUuc2c=

Educational Qualifications

  • 2012
    Ph.D., Industrial Systems Engineering and Management, National University of Singapore

Academic and Professional Experience

  • 2024 - Present
    Associate Professor, School of Business, Singapore University of Social Sciences
  • 2021 - 2024
    Senior Lecturer, School of Business, Singapore University of Social Sciences
  • 2018 - 2021
    Research Assistant Professor, Centre for Next Generation Logistics, National University of Singapore
  • 2018 - 2018
    Senior Research Fellow, Centre for Next Generation Logistics, National University of Singapore
  • 2014 - 2017
    Research Fellow, Department of Industrial System Engineering and Management, National University of Singapore
  • 2013 - 2013
    Initiative Leader, P&G International Operations Asia
  • 2011 - 2012
    Global Management Trainee, ING Banking Netherland

(only recent JCR Q1 Journals and CORE A* papers are listed)

  • Yun Hui Lin, Qingyun Tian, Dongdong He, Yuan Wang. Revisiting Stackelberg p-median problem with user preferences. Computers & Operations Research, Vol 161, page 106429, 2024.
  • Jintao You, Yuan Wang*, Zhaojie Xue. An exact algorithm for the multi-trip container drayage problem with truck platooning, Transportation Research Part E: Logistics and Transportation Review, Vol 175, page 103138, 2023.
  • Ziyang Xiao, Dongxiang Zhang, Yangjun Wu, Lilin Xu, Yuan Jessica Wang, Xiongwei Han, Xiaojin Fu, Tao Zhong, Jia Zeng, Mingli Song, Gang Chen. Chain-of-Experts: When LLMs Meet Complex Operations Research Problems. The Twelfth International Conference on Learning Representations (ICLR) 2023/10/13. (CORE A* Conference)
  • Dongxiang Zhang, Ziyang Xiao, Yuan Wang, Mingli Song, Gang Chen. Neural TSP solver with progressive distillation. Proceedings of the AAAI Conference on Artificial Intelligence. 37(10), 12147-12154, 2023. (CORE A* Conference)
  • Yun Hui Lin, Yuan Wang*, Loo Hay Lee, Ek Peng Chew. Omnichannel facility location and fulfillment optimization. Transportation Research Part B: Methodological, Vol 163, pages 187-209. 2022
  • Yun Hui Lin, Yuan Wang*, Loo Hay Lee. Profit-Maximizing Parcel Locker Location Problem under Threshold Luce Model, Transportation Research Part E: Logistics and Transportation Review, Vol 157, page 102541, 2021.
  • Seyyed Amir Babak; Yuan Wang; Charkhgard, Hadi. Wave Order Picking Under the Mixed-Shelves Storage Strategy: A Solution Method and Advantages. Computers & Operations Research, Vol 137, page 105556, 2021.
  • Yuan Wang, Linfei Lei, Dongxiang Zhang. Towards delivery-as-a-service: effective neighborhood search strategies for integrated delivery optimization of E-commerce and static O2O parcels. Transportation Research Part B: Methodological, Volume 139, 38-63. 2020.
  • Albert Vinsensius, Yuan Wang*, Ek Peng Chew, Loo Hay Lee. Dynamic Incentive Mechanism for Delivery Slot Management in E-Commerce Attended Home Delivery. Transportation Science. Volume 54, issue 3, 567-587, 2020.
  • Yuan Wang, Ying Liu, Dongxiang Zhang, Loo Hay Lee. Enhancing transportation systems via deep learning: A survey. Transportation Research: Part C, Emerging Technologies Volume 99, February 2019, Pages 144-163 (ESI Highly Cited Paper)
  • Xi Xiang, Yuan Wang*, Loo Hay Lee. Two-stage conflict robust optimization models for cross-dock truck scheduling problem under uncertainty. Transportation Research Part E:Logistics and Transportation Review. Volume 144, December 2020, Pages 102123.
  • Yunhui Lin, Yuan Wang, Dongdong He, Loo Hay Lee, Last-mile delivery: Optimal locker location under multinomial logit choice model. Transportation Research PartE:LogisticsandTransportation Review, Volume 142, October 2020, Pages 102059.
  • Zhenyong Wu, Lina He, Yuan Wang*, Mark Goh, Xinguo Ming, Knowledge recommendation for product development using integrated rough set-information entropy correction. Journal of Intelligent Manufacturing, 31, pages1559–1578(2020).(ESI Highly Cited Paper)
  • Yuan Wang, Dongxiang Zhang, Ying Liu, Kian-Lee Tan. Trajectory Forecasting with Neural Networks: An Empirical Evaluation and A New Hybrid Model. IEEE Transactions on Intelligent Transportation Systems, PP(99):1-10 · September 2019.
  • Yuan Wang*, Dongxiang Zhang, Lu Hu, Yang Yang, Loo Hay Lee, A Data-Driven and Optimal Bus Scheduling Model with Time-Dependent Traffic and Demand, IEEE Transactions on Intelligent Transportation Systems, 2017, P1-10.(ESI Highly Cited Paper)
  • Yuan Wang*, Xinjia Jiang, Loo Hay Lee, Ek Peng Chew, Kok Choon Tan. Tree based searching approaches for integrated vehicle dispatching and container allocation in a transhipment hub. Expert Systems with Applications, Vol 74, pages139-150,2017
  • Gang Hu, Jie Shao, Fenglin Liu, Yuan Wang, Heng Tao Shen. IF-Matching: Towards Accurate Map-Matching with Information Fusion. IEEE Transactions on Knowledge and Data Engineering, Vol 29, issue 1, pages 114-127, 2017.
  • Yuan Wang, Dongxiang Zhang, Qing Liu, Fumin Shen, Loo Hay Lee, Towards enhancing the last- mile delivery: An effective crowd-tasking model with scalable solutions, Transportation Research Part E:LogisticsandTransportationReview,Volume93,September2016,P279-293.
  • Lu Hu, Juanxiu Zhu, Yuan Wang, Loo Hay Lee, Joint Design of Hub Location, Hub Capacity and Fleet Size for Third-party Logistics Networks with Road Congestion Constrains. Transportation Research PartE:LogisticsandTransportationReview, Volume 118, October 2018, Pages 568-588.
  • Dingyu Yang, Jianmei Guo, Zhi-Jie Wang, Yuan Wang, Jingsong Zhang, Liang Hu, Jian Yin. FastPM: An approach to pattern matching via distributed stream processing. Information Science, Vol 453, Pages 263-280, 2018
  • Associate Editor: Asia-Pacific Journal of Operational Research (2019 to present)
  • Associate Editor: Journal of Simulation (2019 to present)
  • General Co-Chair: LOGMS 2019: The 9th International Conference on Logistics and Maritimes Smart Analytics for Maritime and Logistics Systems
  • Winter Simulation Conference: PC member
  • Journal Reviewer: INFORMS Journal on Computing, Transportation Research B/C/E, IEEE Transactions on Intelligent Transportation Systems, Journal of Production Research, Computers & Operation research.
  • Membership: INFORMS, ORSS
  • Data-Driven Intelligent Traffic Planning and Management
  • Digital Twin and AI for Logistics and Transportation Systems
  • Large Language Models for Operations Research Problems
  • Best Student Paper Award: The 3rd International Symposium on Multimodal Transportation (ISMT 2019). “Last-mile Delivery: Optimal Locker Location Under Multinomial Logit Choice Model.”
  • 1st Runner-up position in the 4th edition of the MaritimeONE Case Summit 2023: Coached students from the bachelor’s degree in Logistics and Supply Chain Management (SCM).
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