MultiWaveNet: A long time series forecasting framework based on multi-scale analysis and multi-channel feature fusion. - Guangpo Tian; Caiming Zhang 001; Yufeng Shi; Xuemei Li 001 (Expert Syst. Appl., 2024)

MDWConv:CNN based on multi-scale atrous pyramid and depthwise separable convolution for long time series forecasting. - Guangpo Tian; Yunyang Xu; Xiang Ma; Xuemei Li 001; Caiming Zhang 001 (Neural Networks, 2025)

TFP-mixer: A lightweight time and frequency combining model for multivariate long-term time series forecasting. - Zhaodian Zhang; Guangpo Tian; Fenghua Guo; Pengfei Wang (Appl. Intell., 2025)