Laboratory for Image and Media Understanding,Department of Advanced Information Technology, Kyushu University

Journals (Peer-reviewed)

1. Sijie Xiong, Yuanyuan Zhang, Cheng Tang, Haoling Xiong, Yiding Li, Atsushi Shimada
   A unified framework with differential state space representations under parallel encoder and decoder scheme for time series forecasting
   Engineering Applications of Artificial Intelligence, Vol.181, 2026.07
   BibTeX
2. 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, Vol.184, p.113758, 2025.08
   BibTeX

International Conferences (Peer-reviewed)

1. Sijie Xiong, Cheng Tang, Atsushi Shimada
   KUMA: A Novel Framework with Koopman Separation and Efficient Multilevel Extraction in Time Series Forecasting
   Forty-Third International Conference on Machine Learning, 2026.07
   BibTeX
2. Sijie Xiong, Haiqiao Liu, Yinlong Hu, Atsushi Shimada
   GluConv: Toward Trustworthy Convolutional Modeling for Sequential Signal Forecasting
   2026 IEEE International Conference on Pattern Recognition, Machine Vision and Artificial Intelligence (PRMVAI), 2026.05
   BibTeX
3. Tao Sun, Sijie Xiong, Cheng Tang, Haichuan Yang, Fumiya Okubo, Atsushi Shimada
   DECOMPOSED SEASONAL-TREND NETWORK WITH ROTARY ATTENTION FOR TIME SERIES FORECASTING
   2026 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2026.05
   BibTeX
4. Sijie Xiong, Jianing Wang, Tao Sun, Cheng Tang, Fumiya Okubo, Atsushi Shimada
   GLUCOMIXER: AN EFFICIENT GLUCOSE MONITORING MODEL WITH MIXERS
   2026 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2026.05
   BibTeX
5. Sijie Xiong, Cheng Tang, Fumiya Okubo, Tsubasa Minematsu, Yinlong Hu, Atsushi Shimada
   KPMG: A GRAPHICAL KOOPMAN-MAMBA APPROACH FOR FINANCIAL MARKETS
   2026 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2026.05
   BibTeX
6. Youhao Xu, Sijie Xiong, Tao Sun, Jianing Wang, Cheng Tang, Atsushi Shimada
   GluPIDHW: A PID-Holt-Winters Model for Personalized Glucose Monitoring
   2026 IEEE International Conference on Cybernetics (IEEE CYBCONF), 2026.04
   BibTeX
7. Haiqiao Liu, Tsubasa Minematsu, Chengjiu Yin, Sijie Xiong, Atsushi Shimada
   Exploring the Relationship Between System Operation Behaviors and Learning Achievement in Agricultural Education
   33rd International Conference on Computers in Education (ICCE2025), 2025.12
   BibTeX
8. Sijie Xiong, Shuqing Liu, Cheng Tang, Fumiya Okubo, Haoling Xiong, Atsushi Shimada
   Attention Mamba: Time Series Modeling with Adaptive Pooling Acceleration and Receptive Field Enhancements
   2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2025), 2025.10
   BibTeX
9. Tao Sun, Li Chen, Sijie Xiong, Cheng Tang, Gen Li, Atsushi Shimada
   FERL-YOLO: Facial Expression Recognition Model of Learners
   The 1st International Conference on Learning Evidence and Analytics (ICLEA 2025), 2025.09
   BibTeX
10. Sijie Xiong, Haoling Xiong, Tao Sun, Haiqiao Liu, Fumiya Okubo, Cheng Tang, Atsushi Shimada
    Fine-tuned T5 Models on FairytaleQA Chinese Dataset
    The 1st International Conference on Learning Evidence and Analytics (ICLEA 2025) , 2025.09
    The Best Poster Award
    BibTeX
11. Haiqiao LIU, Tsubasa MINEMATSU, Chengjiu YIN, Shuqing LIU, Sijie XIONG & Atsushi SHIMADA
    Integrating Scaffolding Strategies with Environmental Monitoring Systems to Enhance Learning and Practical Skills in Agricultural Education
    The 1st International Conference on Learning Evidence and Analytics (ICLEA 2025) , 2025.09
    BibTeX
12. Shuqing LIU, Li CHEN, Sijie Xiong, Haiqiao LIU, Cheng TANG, Atsushi SHIMADA
    DiaRoBERTa: A Multi-Party Dialogue Model for Multi-Skill Recognition in Classroom Collaborative Problem Solving Discussions
    The 1st International Conference on Learning Evidence and Analytics (ICLEA 2025) , 2025.09
    BibTeX
13. Sijie Xiong, Youhao Xu, Cheng Tang, Jianing Wang, Shuqing Liu, Atsushi Shimada
    GluTANN: Transformer-Based Continuous Glucose Monitoring Model with ANN Attention
    2025 IEEE Conference on Artificial Intelligence (CAI), pp.543-548, 2025.05
    BibTeX