Publications
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Publications

Apr.2026 - Mar.2027

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. Valdemar Švábenský, Brendan Flanagan, Erwin Daniel López Zapata, Atsushi Shimada
    Open Datasets in Learning Analytics: Trends, Challenges, and Best PRACTICE
    ACM Transactions on Knowledge Discovery from Data, 2026.04
    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. Atsushi Shimada, Yuma Miyazaki, Saiki Hirotaka
    Content-Grounded Learning Behavior Analysis for Contextualized Feedback
    27th International Conference on AI in Education, 2026.06
    BibTeX
  3. Gen Li, Li Chen, Cheng Tang, Boxuan Ma, Yuncheng Jiang, Daisuke Deguchi, Takayoshi Yamashita, Atsushi Shimada
    Capture-Calibrate-Coach: A Graph-Based Framework for Knowledge Monitoring Estimation and Adaptive Feedback
    27th International Conference on AI in Education, 2026.06
    BibTeX
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. Erwin D. LOPEZ Z, Atsushi Shimada
    Is Log-Traced Engagement Enough? Extending Reading Analytics With Trait-Level Flow and Reading Strategy Metrics
    The 16th International Conference on Learning Analytics & Knowledge (LAK26), 2026.04
    BibTeX