基本信息

胡里阳，男，汉族，中共党员，北京工业大学yh533388银河官网版讲师。2025年获得东南大学工学博士学位，主要从事智能交通系统感知与认知、多模式出行行为分析与建模、交通节能减排等领域的理论研究与实践，近年来以第一/通讯作者发表学术论文13篇（其中SCI/SSCI论文7篇），授权国家发明专利8项、登记软件著作权3项，担任IEEE TITS等十余个国际期刊和会议编委及审稿人。

教育及工作经历

2025.11-至今，北京工业大学，yh533388银河官网版，教师

2019.09-2025.09，东南大学，交通运输工程，工学博士（硕博连读）

2023.11-2024.11，瑞典查尔姆斯理工大学，国家公派博士生联合培养

2015.09-2019.06，西南交通大学，交通运输，工学学士

研究方向

智能交通系统、交通大数据分析与建模、交通安全与环境

代表性成果

[1] Hu L, Liao Y, Gao K, et al. Integration of e-scooter sharing with public transit on employment accessibility and equity[J]. Transportation Research Part D: Transport and Environment, 2025, 140: 104604.

[2] Hu L, Chen W, Liu Y, et al. Vehicle State Recovery: A Tailored Laplace Function-based Tensor Completion Approach[J]. IEEE Transactions on Intelligent Vehicles, 2025, 10: 4038-4051.

[3] Hu L, Jia Y, Chen W, et al. A flexible and robust tensor completion approach for traffic data recovery with low-rankness[J]. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(3): 2558-2572.

[4] Hu L, Bi H, Wang C, et al. Unraveling nonlinear and interaction effects of various determinants on bus gaseous emissions[J]. Science of The Total Environment, 2022, 812: 151427.

[5] Hu L, Wang C, Ye Z, et al. Estimating gaseous pollutants from bus emissions: A hybrid model based on GRU and XGBoost[J]. Science of The Total Environment, 2021, 783: 146870.

[6] Cheng J, Hu L*, Lei D, et al. How bike-sharing affects the accessibility equity of public transit systems—Evidence from Nanjing[J]. Land, 2024, 13(12): 2200.

[7] Cheng J, Hu L*, Zhang J, et al. Understanding the synergistic effects of walking accessibility and the built environment on street vitality in high-speed Railway Station Areas[J]. Sustainability, 2024, 16(13): 5524.

[8] Wen L; Hu L; Zhou W, et al. Soft Actor-Critic Deep Reinforcement Learning for Train Timetable Collaborative Optimization of Large-Scale Urban Rail Transit Network under Dynamic Demand[J]. IEEE Transactions on Intelligent Transportation Systems, 2025, 26(5): 7021-7035.

[9] Wu H, Hu L, Li X, et al. A novel ship trajectory reconstruction approach based on low-rank tensor completion[J]. Ocean Engineering, 2024, 310: 118724.

[10] Chen W, Hu L, Huang K, et al. Exploring optimal signal plans for isolated signalized intersections with central pedestrian refuges[J]. Journal of Transportation Engineering, Part A: Systems, 2024, 150(5): 04024018.

[11] Bi H, Ye Z, Hu L, et al. Why they don't choose bus service? Understanding special online car-hailing behavior near bus stops[J]. Transport Policy, 2021, 114: 280-297.

[12] Hu L, Cheng J. Spatial Heterogeneity in Mode Shift Behavior: A Multi-source Data Analysis of Urban Commuter Travel Choices. The 105th Annual Meeting of the Transportation Research Board (TRB), 2026

[13] Hu L, Gao K, Shao Y, et al. Multi-View Tailored Tensor Completion for Spatiotemporal Traffic Data Imputation. IEEE 28th International Conference on Intelligent Transportation Systems (ITSC), 2025

[14] Hu L, Cheng J, Chen W, et al. Exploring the Nexus between Low-carbon Urban Mobility and Built Environment Attributes: Insights from Beijing. The 103rd Annual Meeting of the Transportation Research Board (TRB), 2024

[15] Hu L, Jia Y, Chen W, et al. When Missingness Meets Anomalies: A Tailored Low-rank Tensor Completion Approach for Traffic Data Recovery. The 103rd Annual Meeting of the Transportation Research Board (TRB), 2024

[16] Hu L, Bi H, Chen W, et al. Tensor capped Schatten p norm for network-wide traffic data imputation considering spatial smoothness. The 102nd Annual Meeting of the Transportation Research Board (TRB), 2023

[17] Hu L, Bi H, Wang C, et al. Understanding nonlinear effects and synergies of contributors on bus emissions: A case study in Zhenjiang. The 101st Annual Meeting of the Transportation Research Board (TRB), 2022

科研项目情况

[1] 国家留学基金管理委员会，国家建设高水平大学公派研究生项目：联合培养博士，2023.11–2024.11，结题，主持

[2] 科技部，国家重点研发计划项目：自主式交通系统运行及环境状态全息感知技术（2022YFB4300300），2022.12–2026.11，在研，参与

[3] 国家自然科学基金委员会，国家自然科学基金面上项目：考虑驾驶员响应机理的营运客车主动安全预警系统差异化分级调控方法（52072070），2021.01–2024.12，结题，参与

[4] 江苏省科技厅，江苏省重点研发计划（社会发展）项目：船舶尾气排放遥测系统研发与应用研究（BE2020690），2020.07–2023.12，结题，主要参与

[5] 南京市科技局，南京市科技计划项目：全息感知与智能决策的城市智慧交通车路协同关键核心技术（202309010），2024.01–2025.12，在研，参与

[6] 江苏省交通运输科技与成果转化项目，高速公路服务区新能源微电网智能管控技术及应用研究（2024Y06），2024.07–2025.12，在研，参与

[7] 中山市科技局城市建设招标项目：中山翠亨新区智慧城市城市信息模型平台（CIM平台）一期项目（442000006-2024-00865），2024.12–2025.12，在研，主要参与

学术兼职

  担任IEEE/CAA Journal of Automatica Sinica, IEEE Transactions on Intelligent Transportation Systems, IEEE Transactions on Intelligent Vehicles, IEEE Internet of Things Journal, Transport Policy, Journal of Transport Geography, Journal of Cleaner Production等十余期刊/会议审稿人，担任Future Transportation客座编辑