💻 Selected Research Papers

My full paper list is shown at my personal homepage.

⏰ Time Series Forecasting

• Sijie Xiong, Cheng Tang, Yuanyuan Zhang, Haoling Xiong, Youhao Xu, Atsushi Shimada, “Enhancing nonlinear dependencies of Mamba via negative feedback for time series forecasting”, Applied Soft Computing (ASOC). p.113758, Aug. 2025.
• Sijie Xiong, Shuqing Liu, Cheng Tang, Fumiya Okubo, Haoling Xiong, Atsushi Shimada, “Attention Mamba: Time Series Modeling with Adaptive Pooling Acceleration and Receptive Filed Enhancements”, in 2025 International Conference on Systems, Man, and Cybernetics Society (SMC), IEEE. Oct. 2025.