学术兼职
[1]中国仿真学会会员
[2]Expert Syst. Appl., Swarm Evol. Comput., Comput. Oper. Res.,Transp. Res. Pt.E-Logist. Transp. Rev., Eng. Appl. Artif. Intel.,控制与决策等国内外期刊审稿人
科研项目
[1]国家自然科学基金青年项目:知识与数据融驱的即时配送调度建模与智能优化,主持
[2]北京市自然科学基金青年项目:知识与数据双驱动的即时物流智能优化调度方法研究,主持
[3]国家自然科学基金联合重点项目:面向锡化工生产的全流程建模及学习型智能优化理论与方法,参与
[4]国家科技重大专项:石化生产跨工序协同调度软件研制及验证,参与
[5]国家重点研发计划:离散制造业智能工厂制造运营管理平台(MOM),参与
[6]美团合作项目:即时配送场景基于自适应学习机制的鲁棒优化调度,参与
[7]美团合作项目:即时配送多目标鲁棒调度场景的优化问题研究,参与
荣誉和获奖
[1]博士后创新人才支持计划, 2023
[2]清华大学水木学者, 2022
[3]INFORMS Franz Edelman Finalist Award, 2023
[4]第一届“天洑杯”全国高校数据建模大赛特等奖, 2023,指导教师
[5]第二届“天洑杯”全国高校数据建模大赛特等奖, 2024,指导教师
代表性论著
[1]Chen J-f, Wang L, Sang H, Wu C, Wang J. A prior and posterior order postponement framework for the on-demand food delivery problem. IEEE Transactions on Intelligent Transportation Systems, 2025, 26(10): 14879-14895.
[2]Chen J-f, Wang L, Liang Y, Yu Y, Feng J, Zhao J, Ding X. Order dispatching via GNN-based optimization algorithm for on-demand food delivery. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(10): 13147-13162.
[3]Chen J-f, Wang L, Ren H, Pan J, Wang S, Zheng J. An imitation learning-enhanced iterated matching algorithm for on-demand food delivery. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(10): 18603-18619.
[4]Chen J-f, Wang L, Pan Z, Wu Y, Zheng J, Ding X. A matching algorithm with reinforcement learning and decoupling strategy for order dispatching in on-demand food delivery. Tsinghua Science and Technology, 2023, 29(2): 386-399.
[5]Chen J-f, Wang L, Wang S, Wang X, Ren H. An effective matching algorithm with adaptive tie-breaking strategy for online food delivery problem. Complex & Intelligent Systems, 2021, 8:107-128.
[6]王凌,陈靖方,郑洁,王兴.即时配送智能优化决策.北京:清华大学出版社, 2025.