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芮迎旭，硕士生导师，共产党员，工学博士，毕业于北京航空航天大学交通运输规划与管理专业，澳大利亚莫纳什大学联合培养博士（CSC），现为浙江师范大学工学院专任教师。近年来参与国家自然科学基金面上项目一项；已发表SCI论文15篇，其中一区2篇、二区5篇、三区3篇，以第一作者/通讯作者在Simulation Modelling Practice and Theory、Physica A Statistical Mechanics and its Applications等交通领域国际权威SCI期刊发表论文。担任Simulation Modelling Practice and Theory、Physica A Statistical Mechanics and its Applications、Journal of Advanced Transportation等国际权威SCI期刊审稿人。研究方向：数据驱动下异质交通流建模、基于逆强化学习的微观交通行为。

发表论文：

2026：

1. Rui Y X, Sijia Li, Peng Mei, Peng Liao, Jian Zhang, Tao Wang. An extended social force model incorporating group attraction for bicycle group dynamics: Simulation and experimental validation. Simulation Modelling Practice and Theory, Volume 149, 2026, 103273. (SCI 1区)

2. Rui Y X, Zhuge Y, Shi J, et al. Learning-based risk-perception strategies for intelligent co-control of energy efficiency and safety in autonomous driving: A survey[J]. Journal of Artificial Intelligence and Soft Computing Research. (SCI 2区)

3. Shi J, Yin Q, Rui Y X*, et al. Modeling of longitudinal and lateral vehicle behavior in a connected and automated driving environment considering heterogeneous time delays[J]. Physica A. (SCI 2区)

4. Xiangyu Feng, Tao Li, Peng Liao, Yingxu Rui*. Performance Pursuit Behavior of Autonomous Vehicles: An Area-Based Driving Strategy for Autonomous Vehicles Considering Multi-Objective Optimization at Signalized Intersections. Systems, 2026. (SSCI 1区)

5. Zhang W, Chen H, Rui Y X, et al. Security-checking opening planning in transportation hubs with reinforcement learning and deep learning considering stochastic passenger arrival[J]. IEEE Access, 2026. (SCI 2区)

6. Jun-Qing Shia, Mei-Xiao Wanga, Ying-Xu Rui*, et al. Orderly charging and discharging optimization method for microgrid electric vehicles based on HPSO-GASA[J]. Transportation Safety and Environment. (中科院3区, EI)

7. Zhuge Y, Rui Y X*, Mei P, et al. Autonomous Driving Risk Perception and Decision-Making Models: Integration and Challenges of Deep Reinforcement Learning, Imitationlearning, and Uncertainty Modeling[C]//International Conference on Green Intelligent Transportation System and Safety. Springer, Singapore, 2026: 239-245. (EI会议)

8. Mei P, Skruch P, Huang X, Rui Y X, et al. Integrated driving behavior analysis and predictive modeling for connected electric vehicles toward energy consumption optimization[C]//15th International Conference on Power Electronics, Machines and Drives (PEMD Global 2026). IET, 2026, 2026: 169-173. (EI会议)

9. Nan J, Wang M, Rui Y X*, et al. Two-Stage Model Predictive Control for Battery Electric Vehicle-Centric Mobile Energy Storage in Microgrids[J]. Journal of Energy Storage.  (SCI 1区, IF 10.7)

10. Nan Jiangfeng, Yi Zhuge, Weichao Zhuang, Yingxu Rui*, Junqing Shi, Tengyou Yao, Jian Zhang, Guodong Yin. Risky driving behavior modeling for autonomous driving boundary testing via adversarial inverse reinforcement learning. IEEE TVT. (SCI 1区, IF 7.1)

11. Nan J, Jianyu D, Rui Y X*, et al. Safe decision-making and planning using Negative-Demonstration-Inspired Deep Inverse Reinforcement Learning for autonomous vehicles in forced merge scenarios[J]. Available at SSRN 5489306. (SCI 1区, 在投)

12. Junqing Shi, Yanhong Tao, Sui Ruan, Yingxu Rui*, Pawe l Skruch, Peng Mei, Hamid Reza Karimi. A Graph-Attentive Multi-Agent Deep Reinforcement Learning for Regional Traffic Signal Control. Robotics and Autonomous Systems. (SCI 2区, 在投)

13. Junqing Shi, Junyang Zhao, Yingxu Rui, Meng Zeng*, Peng Liao, Peng Mei, Fang Zong. Multi-objective optimization of bus–drone cooperative delivery under uncertain bus arrival times.  Transportmetrica B.  (SCI 2区, 在投)

2025：

1. Rui Y X, Shi J, Mao C, et al. Mining Asymmetric Traffic Behavior at Signalized Intersections Using a Cellular Automaton Framework[J]. Symmetry, 2025, 17(8): 1328. (SCI 2区)

2. Shi J, Ruan S, Tao Y, Rui Y X*, et al. Improved YOLO algorithm based on multi-scale object detection in haze weather scenarios[J]. Chain, 2025.  (中国卓越期刊)

2024：

1. Rui Y X, Shi J Q, Liao P, et al. An extended cellular automation model for bicycles with group and retrograde behaviors at signalized intersections[J]. Simulation Modelling Practice and Theory, 2024, 136: 103004. (SCI 1区)

2024之前：

1. Rui Y X, Tang T Q, Zhang J. An Improved Social Force Model for Bicycle Flow in Groups[J]. Journal of Advanced Transportation, 2021, 2021. (SCI 3区)

2. Tang T Q, Rui Y X, Zhang J, et al. Impacts of group behavior on bicycle flow at a signalized intersection[J]. Physica A: Statistical Mechanics and its Applications, 2018, 512: 1205-1215. (SCI 2区)

3. Tang T Q, Rui Y X, Zhang J, et al. A cellular automation model accounting for bicycle’s group behavior[J]. Physica A: Statistical Mechanics and Its Applications, 2018, 492: 1782-1797. (SCI 2区)

4. Ou H, Tang T Q, Rui Y X, et al. Electric bicycle management and control at a signalized intersection[J]. Physica A: Statistical Mechanics and its Applications, 2018, 512: 1000-1008.  (SCI 2区)

5. Ou H, Tang T Q, Rui Y X, et al. Modeling electric bicycle’s abnormal behavior at a signalized intersection[J]. Physica A: Statistical Mechanics and its Applications, 2018, 511: 218-231.  (SCI 2区)

6. 芮迎旭, 唐铁桥. 同时考虑结伴行为和逆行行为的自行车流元胞自动机模型[J]. 山东科学, 2022, 35(2): 79-88.  (核心)

发明专利：

1. 廖鹏 芮迎旭 宁东红 施俊庆 李延龙 赵遵龙 诸葛怡. 考虑滨海区域行驶条件的自动驾驶电动汽车速度优化方法. CN 12096372.

2. 芮迎旭 廖鹏 施俊庆 宁东红 李延龙 赵遵龙 王美潇. 耦合电动汽车用能特征的滨海区域微电网供能系统及方法. CN121395540A

在研项目：

1. 强传染疾病背景下人群运动行为建模与应急疏散管控策略研究. 国家自然科学基金面上项目. 2022. 参与

2. 面向自动驾驶场景的机动车风险行为逆强化学习建模与安全管控. 武汉市交通强国建设试点科技联合项目. 2025. 20万. 主持

招收硕士研究生：

1. 方向一：耦合数据驱动-物理执行的复杂场景多模式交通建模

2. 方向二：基于新能源汽车移动储能的区域微电网建模与电价激励优化