成果

代表论文

• Liming Liu, Hongren Gong, Yuhui Zhou, Achu Zhou, Lin Cong

  A YOLO-based network with dynamic feature pyramid for multi-scale bridge surface defect detection

  International Journal of Transportation Science and Technology，2026　doi:10.1016/j.ijtst.2025.01.004　道路与机场智能感知与数字化

• Haojia Li, Zhongyin Guo, Cancan Song

  Growth mechanism and prediction method of ice accretion on bridge deck pavements in low-temperature rainfall environments

  Cold Regions Science and Technology，2026　doi:10.1016/j.coldregions.2026.105088　基础设施韧性与交通安全

• Peng Guo, Jiaomeng Zheng, Junfeng Gao, Ruiqing Ma, Hongren Gong, Yuanzhao Chen

  Research progress of pavement icing status recognition and icing sensor

  Journal of Traffic and Transportation Engineering (English Edition)，2026　doi:10.1016/j.jtte.2024.09.016　道路与机场智能感知与数字化

• Zefeng Tao, Hongren Gong, Liming Liu, Lin Cong, Haimei Liang

  A weakly-supervised deep learning model for end-to-end detection of airfield pavement distress

  International Journal of Transportation Science and Technology，2025　doi:10.1016/j.ijtst.2024.02.010　道路与机场智能感知与数字化

• Wenzhi Yuan, Qun Yang

  Identification of asphalt pavement transverse cracking using vehicle vibration based on multi-sensor fusion and convolutional neural network

  International Journal of Pavement Engineering，2025　doi:10.1080/10298436.2025.2548322　道路与机场智能感知与数字化

• Lintao Yang, Jianquan Liu, Huizhao Tu, Hongren Gong, Hao Li

  Optimizing pavement skid resistance measurement with texture resolution sensitivity indices

  Measurement，2025　doi:10.1016/j.measurement.2025.116986　道路与机场智能感知与数字化

• Lintao Yang, Huizhao Tu, Hongren Gong, Hao Li, Lijun Sun

  Scaling from macro to micro: A novel approach to bridging gaps in multiple pavement texture scales using generative neural networks

  Transportation Research Part C: Emerging Technologies，2025　doi:10.1016/j.trc.2025.105108　道路与机场智能感知与数字化

• Wenzhi Yuan, Qun Yang, Yubin Zhang

  A novel method for evaluating asphalt pavement structural performance based on vehicle vibration

  International Journal of Pavement Engineering，2024　doi:10.1080/10298436.2024.2382327　交通基础设施智慧养护与修复

• Hongren Gong, Liming Liu, Haimei Liang, Yuhui Zhou, Lin Cong

  A state-of-the-art survey of deep learning models for automated pavement crack segmentation

  International Journal of Transportation Science and Technology，2024　doi:10.1016/j.ijtst.2023.11.005　道路与机场智能感知与数字化

• Haimei Liang, Rosa Giovanna Pagano, Stefano Oddone, Lin Cong, Maria Rosaria De Blasiis

  Analysis of Road Surface Texture for Asphalt Pavement Adhesion Assessment Using 3D Laser Technology

  Remote Sensing，2024　doi:10.3390/rs16111943　道路与机场智能感知与数字化

• Wenzhi Yuan, Qun Yang, Rui Zhang

  Asphalt pavement surface repair area detection based on smartphone sensors

  International Journal of Transportation Science and Technology，2024　doi:10.1016/j.ijtst.2023.10.003　交通基础设施智慧养护与修复

• Liming Liu, Hongren Gong, Yiren Sun, Lin Cong, Haimei Liang, Wenyang Han

  Automated high-resolution asphalt pavement crack segmentation using deep convolutional neural networks with repeated hierarchical feature fusion

  International Journal of Pavement Engineering，2024　doi:10.1080/10298436.2024.2402838　道路与机场智能感知与数字化

• Jianbei Liu, Zhongyin Guo, Donghui Shan, Xianyong Liu

  Effective lane width for cars considering lateral oscillation characteristics based on high-precision field data

  International Journal of Transportation Science and Technology，2024　doi:10.1016/j.ijtst.2023.10.007　基础设施韧性与交通安全

• Ze Fang, Heyang Ding, Junjie Yuan, Lin Cong

  Low carbon polymer modified pavement asphalt originated from Diels-Alder type polyurethane

  Road Materials and Pavement Design，2024　doi:10.1080/14680629.2024.2433179　道路与机场建造材料

• Ting Fu, Xinyi Li, Junhua Wang, Lanfang Zhang, Hongren Gong, Zhan Zhao, Anae Sobhani

  Trajectory Prediction and Risk Assessment in Car-Following Scenarios Using a Noise-Enhanced Generative Adversarial Network

  IEEE Transactions on Intelligent Transportation Systems，2024　doi:10.1109/tits.2024.3454705　基础设施韧性与交通安全

• Jiachen Shi, Hongren Gong, Lin Cong, Minda Ren, Haimei Liang

  Detecting temperature segregation in asphalt pavement construction using infrared imaging and deep learning

  International Journal of Pavement Engineering，2023　doi:10.1080/10298436.2023.2258438　道路与机场智能感知与数字化

• Jiachen Shi, Hongren Gong, Fan Yang, Haimei Liang, Lin Cong

  Image Processing of Aggregate Skeleton Structure of Asphalt Mixture for Aggregate Uniformity Quantification

  Journal of Materials in Civil Engineering，2023　doi:10.1061/(asce)mt.1943-5533.0004559　道路与机场智能感知与数字化

• Fan Yang, Hongren Gong, Lin Cong, Jiachen Shi, Guihong Guo, Zijun Mei

  Investigating on polymerization process and interaction mechanism of thermosetting polyurethane modified asphalt

  Construction and Building Materials，2022　doi:10.1016/j.conbuildmat.2022.127261　道路与机场建造材料

• Junhua Wang, Wenxiang Xu, Ting Fu, Hongren Gong, Qiangqiang Shangguan, Anae Sobhani

  Modeling aggressive driving behavior based on graph construction

  Transportation Research Part C: Emerging Technologies，2022　doi:10.1016/j.trc.2022.103654　基础设施韧性与交通安全

• Fan Yang, Lin Cong, Zhaolin Li, Junjie Yuan, Guihong Guo, Le Tan

  Study on preparation and performance of a thermosetting polyurethane modified asphalt binder for bridge deck pavements

  Construction and Building Materials，2022　doi:10.1016/j.conbuildmat.2022.126784　道路与机场建造材料

• Hongren Gong, Ting Fu, Yiren Sun, Zhongyin Guo, Lin Cong, Wei Hu, Ziwen Ling

  Two-vehicle driver-injury severity: A multivariate random parameters logit approach

  Analytic Methods in Accident Research，2022　doi:10.1016/j.amar.2021.100190　基础设施韧性与交通安全

• Yiyuan Zhang, Hongren Gong, Xi Jiang, Xiuyuan Lv, Rui Xiao, Baoshan Huang

  Environmental impact assessment of pavement road bases with reuse and recycling strategies: A comparative study on geopolymer stabilized macadam and conventional alternatives

  Transportation Research Part D: Transport and Environment，2021　doi:10.1016/j.trd.2021.102749　道路与机场建造材料

• Zhen-wen Guo, Qun Yang, Jian-cong Lai

  Research on Load-Signal Response of Distributed Optical Fiber Based on Hamburg Rut Test

  Journal of Highway and Transportation Research and Development (English Edition)，2021　doi:10.1061/jhtrcq.0000770　道路与机场智能感知与数字化

• Zhaolin Li, Fan Yang, Junjie Yuan, Lin Cong, Meng Yu

  Study on preparation and pavement performance of polyurethane modified asphalt based on in-situ synthesis method

  Construction and Building Materials，2021　doi:10.1016/j.conbuildmat.2021.125196　道路与机场建造材料

• Lin Cong, Guihong Guo, Fan Yang, Minda Ren

  The effect of hard segment content of polyurethane on the performances of polyurethane porous mixture

  International Journal of Transportation Science and Technology，2021　doi:10.1016/j.ijtst.2020.07.003　道路与机场建造材料

• Qun Yang, Shishi Zhou

  Identification of asphalt pavement transverse cracking based on vehicle vibration signal analysis

  Road Materials and Pavement Design，2020　doi:10.1080/14680629.2020.1714699　道路与机场智能感知与数字化

• Liuxiao Chen, Boming Tang, Tangzhi Liu, Hao Xiang, Qijin Sheng, Hongren Gong

  Modeling traffic noise in a mountainous city using artificial neural networks and gradient correction

  Transportation Research Part D: Transport and Environment，2020　doi:10.1016/j.trd.2019.11.025　基础设施韧性与交通安全

• Lin Cong, Jiachen Shi, Tongjing Wang, Fan Yang, Tiantong Zhu

  A method to evaluate the segregation of compacted asphalt pavement by processing the images of paved asphalt mixture

  Construction and Building Materials，2019　doi:10.1016/j.conbuildmat.2019.07.041　道路与机场智能感知与数字化

• Lin Cong, Fan Yang, Guihong Guo, Minda Ren, Jiachen Shi, Le Tan

  The use of polyurethane for asphalt pavement engineering applications: A state-of-the-art review

  Construction and Building Materials，2019　doi:10.1016/j.conbuildmat.2019.07.213　道路与机场建造材料

元数据来自 Crossref（2026-10-17）。完整论文列表整理中。

专利

来自 Google Patents，含申请公开与授权；年份为公开年，法律状态以专利局公布为准。

标准规范

• 《公路项目安全性评价指南》（JTG/T B05-2004）　参编
• 《公路项目安全性评价规范》（JTG B05-2015）　参编
• 《通行无人驾驶车辆公路安全性评价标准》　主持编制，在编

获奖

• 2025　中国公路学会科学技术进步奖二等奖
  龚红仁
• 2010　中国公路学会科学技术奖特等奖、一等奖、二等奖各 1 项
  郭忠印

近年获奖整理中。