李深 - 清华大学 - 土木水利学院

个人简介

教育背景 2012.9 – 2018.12 美国威斯康辛大学麦迪逊分校土木与环境工程系工学博士 2008.9 – 2012.6 吉林大学车辆工程系工学学士工作履历 2021.9 至今清华大学土木工程系助理研究员 2018.12-2021.8 美国威斯康辛大学麦迪逊分校博士后研究员 2012.9-2018.12 美国威斯康辛大学麦迪逊分校项目研究助理学术兼职 IEEE Intelligent Transportation System Magazine Guest Editor 奖励与荣誉 2021 第六届中国科协优秀科技论文奖 2021 Automotive Innovation最佳论文奖

研究领域

交通大数据挖掘智能网联交通系统交通轨迹规划

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Shen Li; Keqi Shu; Yang Zhou; Dongpu Cao; Bin Ran; Cooperative critical turning point-based decision-making and planning for CAVH intersection management system, IEEE Transactions on Intelligent Transportation Systems, 2021 Shen Li; Yang Cheng; Peter Jin; Fan Ding; Qing Li; Bin Ran; A feature-based approach to large-scale freeway congestion detection using full cellular activity data, IEEE Transactions on Intelligent Transportation Systems, 2022, 23(2): 1323-1331 Shen Li; Guofa Li; Yang Cheng; Bin Ran; Urban arterial traffic status detection using cellular data without cellphone GPS information, Transportation research part C: emerging technologies, 2020, 114: 446-462 Shen Li; Keqi Shu; Chaoyi Chen; Dongpu Cao; Planning and decision-making for connected autonomous vehicles at road intersections: a review, Chinese Journal of Mechanical Engineering, 2021, 34(133): 1-18 Shen Li; Jian Zhang; Gang Zhong; Bin Ran; A simulation approach to detect arterial traffic congestion using cellular data, Journal of Advanced Transportation, 2022 Yang Liu; Fangyou Wu; Cheng Lyu; Shen Li; Jieping Ye; Xiaobo Qu; Deep dispatching: A deep reinforcement learning approach for vehicle dispatching on online ride-hailing platform, Transportation Research Part E, 2022 Haiyang Yu; Cheng Chang; Shen Li; Li Li; CD-DB: A Data Storage Model for Cooperative Driving, IEEE Transactions on Intelligent Vehicles, 2022 Shuoxuan Dong; Yang Zhou; Tianyi Chen; Shen Li; Qiantong Gao; Bin Ran; An integrated empirical mode decomposition and butter worth filter based vehicle trajectory reconstruction method, Physica A: Statistical Mechanics and its Applications, 2021 Guofa Li; Weiquan Yan; Shen Li; Xingda Qu; Wenbo Chu; Dongpu Cao; A temporal-spatial deep learning approach for driver distraction detection based on EEG signals, IEEE Transactions on Automation Science and Engineering, 2021 Keqi Shu; Huilong Yu; Xingxin Chen; Shen Li; Long Chen; Qi Wang; Li Li; Dongpu Cao; Autonomous driving at intersections: A behavior-oriented critical-turning-point approach for decision making, IEEE/ASME Transactions on Mechatronics, 2021 Guofa Li; Shenglong Li; Shen Li; Xingda Qu; Continuous decision‐making for autonomous driving at intersections using deep deterministic policy gradient, IET Intelligent Transport Systems, 2021 Guofa Li; Yifan Yang; Shen Li; Xingda Qu; Nengchao Lyu; Shengbo Eben Li; Decision makingof autonomous vehicles in lane change scenarios: Deep reinforcement learning approaches with risk awareness, Transportation Research Part C: Emerging Technologies, 2021 Shen Li; Hailong Zhang; Huachun Tan; Zhiyu Zhong; Zhuxi Jiang; An attention-based model for travel energy consumption of electric vehicle with traffic information, Advances in Civil Engineering, 2021 Yang Zheng; Yougang Bian; Shen Li; Shengbo Eben L; Cooperative control of heterogeneous connected vehicles with directed acyclic interactions, IEEE Intelligent Transportation Systems Magazine, 2019, 1: 1-1 Shengbo Eben Li; Qiangqiang Guo; Shaobing Xu; Jingliang Duan; Shen Li; Chengjun Li; Kuifeng Su; Performance enhanced predictive control for adaptive cruise control system considering road elevation information, IEEE Transactions on Intelligent Vehicles, 2017, 2(3): 150-160