Chengjia Han

According to our database, Chengjia Han authored at least 9 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Multi-Context enhanced Lane-Changing prediction using a heterogeneous Graph Neural Network.

Yiqing Dong, Chengjia Han, Chaoyang Zhao, Aayush Madan, Lipi Mohanty, Yaowen Yang

Expert Syst. Appl., 2025

2024

A Novel Applicable Shadow Resistant Neural Network Model for High-Efficiency Grid-Level Pavement Crack Detection.

Handuo Yang, Ju Huyan, Tao Ma, Yitao Song, Chengjia Han

IEEE Trans. Artif. Intell., September, 2024

Aggregation segregation generative adversarial network (AG-GAN) facilitated multi-scale segregation detection in asphalt pavement paving stage.

Handuo Yang, Tao Ma, Ju Huyan, Chengjia Han, Huajie Wang

Eng. Appl. Artif. Intell., 2024

Intelligent detection of loose fasteners in railway tracks using distributed acoustic sensing and machine learning.

Chengjia Han, Shun Wang, Aayush Madan, Chaoyang Zhao, Lipi Mohanty, Yuguang Fu, Wei Shen, Ruihua Liang, Ean Seong Huang, Tony Zheng, Phui Kai Ong, Alvin Zhang, Khai Jhin Woon, Kai Xin Wong, Yaowen Yang

Eng. Appl. Artif. Intell., 2024

Multi-stage generative adversarial networks for generating pavement crack images.

Chengjia Han, Tao Ma, Ju Huyan, Zheng Tong, Handuo Yang, Yaowen Yang

Eng. Appl. Artif. Intell., 2024

Transfer-AE: A novel autoencoder-based impact detection model for structural digital twin.

Chengjia Han, Zixin Wang, Yuguang Fu, Shirley Dyke, Adnan Shahriar

Appl. Soft Comput., 2024

2023

Asphalt Pavement Health Prediction Based on Improved Transformer Network.

Chengjia Han, Tao Ma, Linhao Gu, Jinde Cao, Xinli Shi, Wei Huang, Zheng Tong

IEEE Trans. Intell. Transp. Syst., April, 2023

Asphalt Pavement Residual Life Assessment Based on SmartRock Sensors.

Tao Ma, Ning Wang, Chengjia Han, Siqi Wang, Zheng Tong

IEEE Trans. Instrum. Meas., 2023

2022

CrackW-Net: A Novel Pavement Crack Image Segmentation Convolutional Neural Network.

Chengjia Han, Tao Ma, Ju Huyan, Xiaoming Huang, Yanning Zhang

IEEE Trans. Intell. Transp. Syst., 2022