Shusen Ma

According to our database, Shusen Ma authored at least 8 papers between 2023 and 2026.

Collaborative distances:

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

2026

DA-SPS: A Dual-stage Network based on Singular Spectrum Analysis, Patching-strategy and Spearman-correlation for Multivariate Time-series Prediction.

Tianhao Zhang, Shusen Ma, Yu Kang, Yun-Bo Zhao

CoRR, January, 2026

THCVformer: Modeling temporal-dependencies, heterogeneity, and correlations for enhanced time-series forecasting.

Shusen Ma, Yun-Bo Zhao, Yu Kang

Knowl. Based Syst., 2026

C3RL: Rethinking the Combination of Channel-independence and Channel-mixing from Representation Learning.

Shusen Ma, Yunbo Zhao, Yu Kang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

IBN: An Interpretable Bidirectional-Modeling Network for Multivariate Time Series Forecasting with Variable Missing.

Shusen Ma, Tianhao Zhang, Qijiu Xia, Yun-Bo Zhao

CoRR, September, 2025

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

CoRR, July, 2025

2024

Multivariate Time-Series Modeling and Forecasting With Parallelized Convolution and Decomposed Sparse-Transformer.

Shusen Ma, Yun-Bo Zhao, Yu Kang, Peng Bai

IEEE Trans. Artif. Intell., October, 2024

FMamba: Mamba based on Fast-attention for Multivariate Time-series Forecasting.

Shusen Ma, Yu Kang, Peng Bai, Yun-Bo Zhao

CoRR, 2024

2023

TCLN: A Transformer-based Conv-LSTM network for multivariate time series forecasting.

Shusen Ma, Tianhao Zhang, Yun-Bo Zhao, Yu Kang, Peng Bai

Appl. Intell., December, 2023