TCLN: A Transformer-based Conv-LSTM network for multivariate time series forecasting. - Shusen Ma; Tianhao Zhang; Yun-Bo Zhao; Yu Kang 001; Peng Bai (Appl. Intell., 2023)

FMamba: Mamba based on Fast-attention for Multivariate Time-series Forecasting. - Shusen Ma; Yu Kang 001; Peng Bai; Yun-Bo Zhao (CoRR, 2024)

Multivariate Time-Series Modeling and Forecasting With Parallelized Convolution and Decomposed Sparse-Transformer. - Shusen Ma; Yun-Bo Zhao; Yu Kang 001; Peng Bai (IEEE Trans. Artif. Intell., 2024)

DC-Mamber: A Dual Channel Prediction Model based on Mamba and Linear Transformer for Multivariate Time Series Forecasting. - Bing Fan; Shusen Ma; Yun-Bo Zhao; Yu Kang 001 (CoRR, 2025)

C3RL: Rethinking the Combination of Channel-independence and Channel-mixing from Representation Learning. - Shusen Ma; Yun-Bo Zhao; Yu Kang 001 (CoRR, 2025)