胡宏宇 Hu Hong-yu 教授 professor 吉林大学汽车底盘集成与仿生全国重点实验室 National Key Laboratory of Automotive Chassis Integration and Bionics 13604437875 huhongyu@jlu.edu.cn 胡宏宇，博士，吉林大学汽车底盘集成与仿生全国重点实验室教授/博导，主任助理，美国加州大学伯克利分校访问学者，吉林省高层次人才，中国汽车工程学会高级会员，兼任IEEE智能交通系统人因技术委员会委员与汽车工程学会智能座舱工作组副秘书长，吉林智能新能源汽车专家服务团执行团长。科研项目方面，作为项目负责人主持自然科学基金项目3项(近5年面上2项)、国家重点研发计划子项等课题等，累计科研经费2000余万。主要代表作： [1] Hu H, Wang Q, Cheng M, et al. Trajectory Prediction Neural Network and Model Interpretation Based on Temporal Pattern Attention[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 24(3): 2746-2759. (影响因子：8.5；Q1；中科院分区：1区) [2] Hu H, Liu J, Chen G, et al. Driver Identification Using Deep Generative Model With Limited Data[J]. IEEE Transactions on Intelligent Transportation Systems, 2023, 24(5): 5159-5171. (影响因子：8.5；Q1；中科院分区：1区) [3] Hu H, Wang Q, Zhang Z, et al. Holistic transformer: A joint neural network for trajectory prediction and decision-making of autonomous vehicles[J]. Pattern Recognition, 2023, 141: 109592. (影响因子：8；Q1；中科院分区：1区) [4] Hu H, Wang Q, Cheng M, et al. Cost-sensitive semi-supervised deep learning to assess driving risk by application of naturalistic vehicle trajectories[J]. Expert Systems with Applications, 2021, 178: 115041. (影响因子：8.5；Q1；中科院分区：1区) [5] Hongyu Hu, Qi Wang, Laigang Du, Ziyang Lu and Zhenhai Gao*. Vehicle trajectory prediction considering aleatoric uncertainty. Knowledge-based systems, 2022, Volume 255, 14, 109617. (影响因子：8.8；Q1；中科院分区：1区)