Dynamic scheduling method of public transportation resources based on Spatial Graph Convolution and Proximal Policy Optimization. - Chaoran Zhou; Jianhui Guo; Xin Zhang; Kaicheng Yang 003 (CSCWD, 2024)

A bike-sharing demand prediction model based on Spatio-Temporal Graph Convolutional Networks. - Chaoran Zhou; Jiahao Hu; Xin Zhang; Zerui Li; Kaicheng Yang 003 (PeerJ Comput. Sci., 2024)

A Method for Predicting Merchandise Price Based on Deep Neural Network by Grey Wolf-Particle Swarm Algorithm Optimization. - Xin Zhang; Yunqi Dong; Kaicheng Yang 003; Yunhang Liu; Chaoran Zhou (CSCWD, 2025)

A Traffic Accident Prediction Model Based on Spatio-Temporal Depth Map and Transformer. - Chaoran Zhou; Hekai Wang; Jiaxin Yang; Kaicheng Yang 003; Xin Zhang (CSCWD, 2025)