Publications
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Publications

Apr.2025 - Mar.2026

Journals (Peer-reviewed)

  1. 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
  2. Erwin D. LOPEZ Z., Cheng TANG, Valdemar SVABENSKY, Fumiya OKUBO, Atsushi SHIMADA
    LECTOR: Summarizing E-book Reading Content for Personalized Student Support
    International Journal of Artificial Intelligence in Education, 2025.05
    BibTeX
  3. Yunyu Zhou, Cheng Tang, Atsushi Shimada
    Extracting Learning Data from Handwritten Notes: A New Approach to Educational Data Analysis Based on Image Segmentation and Generative AI
    IEEE Access, Vol.13, pp.74567 - 74580, 2025.04
    BibTeX

International Conferences (Peer-reviewed)

  1. Daiki Matsumoto, Atsushi Shimada, Yuta Taniguchi
    A Generative Model for Next-Step Code Prediction Toward Proactive Support
    22nd International Conference on Cognition and Exploratory Learning in Digital Age (CELDA2025), pp.197-204, 2025.11
    BibTeX
  2. Koshi Saito, Tsubasa Minematsu, Atsushi Shimada
    Estimating Learners' Position and Work Time for Teaching Reflection in Agricultural Training
    The 8th Asian Conference on Pattern Recognition (ACPR 2025), 2025.11
    BibTeX
  3. Mahiro Ozaki, Li Chen, Shotaro Naganuma, Valdemar Švábenský, Fumiya Okubo, Atsushi Shimada
    PALM: PAnoramic Learning Map Integrating Learning Analytics and Curriculum Map for Scalable Insights Across Courses
    2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2025), 2025.10
    arXiv preprint: https://arxiv.org/abs/2507.18393
    BibTeX
  4. 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
  5. Vimeanseth Thorng, Fumiya Okubo, Atsushi Shimada
    The Effect of Feedback in Chatbot-based Pre-class Learning Environment
    The 1st International Conference on Learning Evidence and Analytics (ICLEA 2025) , 2025.09
    BibTeX
  6. Kotaro Kawabata, Fumiya Okubo, Yuta Taniguchi, Cheng Tang, Atsushi Shimada
    Enhancing Attention-Based Knowledge Tracing with Digital Textbook Interaction
    The 1st International Conference on Learning Evidence and Analytics (ICLEA 2025) , 2025.09
    BibTeX
  7. 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
  8. 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
  9. 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
  10. Shuqing LIU, Li CHEN, Haiqiao LIU, Cheng TANG, Fumiya OKUBO, Atsushi SHIMADA
    A Distilled Model for Collaborative Problem Solving Skill Classification on Resource-Limited Devices
    The 1st International Conference on Learning Evidence and Analytics (ICLEA 2025) , 2025.09
    BibTeX
  11. Gen Li, Li Chen, Cheng Tang, Daisuke Deguchi, Takayoshi Yamashita, Atsushi Shimada
    From Reflections to Motifs: A Graph-Based Analysis of Learners’ Knowledge Construction
    26th International Conference on Artificial Intelligence in Education, 2025.07
    BibTeX
  12. Tsubasa Minematsu, Atsushi Shimada
    Note-Driven RAG for Learner Performance Estimation via Controlling LLM Knowledge
    26th International Conference on Artificial Intelligence in Education, 2025.07
    BibTeX
  13. Cheng Tang, Bin Li, Haichuan Yang, Gen Li, Li Chen, Boxuan Ma, Atsushi Shimada
    Ensemble dendritic neuron models for visual analytics of learning behavior and early risk prediction
    26th International Conference on Artificial Intelligence in Education, 2025.07
    BibTeX
  14. Atsushi Shimada
    Leveraging Lecture and Student Knowledge for Improved AI Chatbot Responses in Education
    26th International Conference on Artificial Intelligence in Education, 2025.07
    BibTeX
  15. Shunsuke Yoneda, Valdemar Švábenský, Gen Li, Daisuke Deguchi, Atsushi Shimada
    Ranking-Based At-Risk Student Prediction Using Federated Learning and Differential Features
    18th International Conference on Educational Data Mining, 2025.07
    BibTeX
  16. Li Chen, Gen Li, Boxuan Ma, Cheng Tang, Masanori Yamada, Atsushi Shimada
    Classifying Knowledge Nodes and Analyzing Activation Features: An Integrated Knowledge Graph Approach for Collaborative Problem-Solving
    The 25th International Conference on Advanced Learning Technologies , 2025.07
    BibTeX
  17. Gen LI, Li CHEN, Cheng TANG, Valdemar SVABENSKY, Daisuke DEGUCHI, Takayoshi YAMASHITA, Atsushi SHIMADA
    Single-Agent vs. Multi-Agent LLM Strategies for Automated Student Reflection Assessment
    The 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2025), 2025.06
    BibTeX
  18. 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