A DNN Optimization Framework with Unlabeled Data for Efficient and Accurate Reconfigurable Hardware Inference. - Kai Chen; Yimin Huang; Yuan Du; Zhuang Shao; Xingyu Gu; Li Du; Zhongfeng Wang 001 (ISCAS, 2021)

Application of Combining YOLO Models and 3D GPR Images in Road Detection and Maintenance. - Zhen Liu; Wenxiu Wu; Xingyu Gu; Shuwei Li; Lutai Wang; Tianjie Zhang (Remote. Sens., 2021)

A Fast Inference Vision Transformer for Automatic Pavement Image Classification and Its Visual Interpretation Method. - Yihan Chen; Xingyu Gu; Zhen Liu; Jia Liang (Remote. Sens., 2022)

Automatic Detection of Pothole Distress in Asphalt Pavement Using Improved Convolutional Neural Networks. - Danyu Wang; Zhen Liu; Xingyu Gu; Wenxiu Wu; Yihan Chen; Lutai Wang (Remote. Sens., 2022)

Novel YOLOv3 Model With Structure and Hyperparameter Optimization for Detection of Pavement Concealed Cracks in GPR Images. - Zhen Liu; Xingyu Gu; Hailu Yang 002; Lutai Wang; Yihan Chen; Danyu Wang (IEEE Trans. Intell. Transp. Syst., 2022)

Assessment of Pavement Structural Conditions and Remaining Life Combining Accelerated Pavement Testing and Ground-Penetrating Radar. - Zhen Liu; Qifeng Yang; Xingyu Gu (Remote. Sens., 2023)

Sensor-Based Structural Health Monitoring of Asphalt Pavements with Semi-Rigid Bases Combining Accelerated Pavement Testing and a Falling Weight Deflectometer Test. - Zhen Liu; Bingyan Cui; Qifeng Yang; Xingyu Gu (Sensors, 2024)

Highway Deformation Monitoring by Multiple InSAR Technology. - Dan Zhao; Haonan Yao; Xingyu Gu (Sensors, 2024)

Intelligent Assessment of Pavement Structural Conditions: A Novel FeMViT Classification Network for GPR Images. - Zhen Liu; Siqi Wang; Xingyu Gu; Danyu Wang; Qiao Dong; Bingyan Cui (IEEE Trans. Intell. Transp. Syst., 2024)

Automatic extraction and 3D modeling of real road scenes using UAV imagery and deep learning semantic segmentation. - Zhen Liu; Wenxiu Wu; Danyu Wang; Bingyan Cui; Xingyu Gu (Int. J. Digit. Earth, 2024)