A Dynamic Spatio-temporal Network with Self-attention for Multi-station Passenger Flow Prediction. - Fengzhi Wang; Qinzhi Lv; Lijuan Liu (iCAST, 2023)

CCNN-former: Combining convolutional neural network and Transformer for image-based traffic time series prediction. - Lijuan Liu; Mingxiao Wu; Qinzhi Lv; Hang Liu; Yan Wang (Expert Syst. Appl., 2025)

Multimodal urban traffic flow prediction based on multi-scale time series imaging. - Qinzhi Lv; Lijuan Liu; Ruotong Yang; Yan Wang (Pattern Recognit., 2025)