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

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
4. Sukrit Leelaluk, Cheng Tang, Tsubasa Minematsu, Yuta Taniguchi, Fumiya Okubo, Takayoshi Yamashita, Atsushi Shimada
   Attention-Based Artificial Neural Network for Student Performance Prediction Based on Learning Activities
   IEEE Access 2024, Vol.12, pp.100659-100675, 2024.07
   BibTeX
5. Cheng Tang, Yuki Todo, Sachiko Kodera, Rong Sun, Atsushi Shimada, Akimasa Hirata
   A novel multivariate time series forecasting dendritic neuron model for COVID-19 pandemic transmission tendency
   Neural Networks, p.106527, 2024.07
   BibTeX
6. Yiding Li, Atsushi Shimada, Tsubasa Minematsu, Cheng Tang
   A framework of specialized knowledge distillation for Siamese tracker on challenging attributes
   Machine Vision and Applications, Vol.35, No.4, pp.1-18, 2024.07
   BibTeX
7. Cheng Tang, Junkai Ji, Yuki Todo, Atsushi Shimada, Weiping Ding, Akimasa Hirata
   Dendritic Neural Network: A Novel Extension of Dendritic Neuron Model
   IEEE Transactions on Emerging Topics in Computational Intelligence, Vol.8, No.3, pp.2228-2239, 2024.06
   BibTeX

International Conferences (Peer-reviewed)

1. 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
2. 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
3. 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
4. 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
5. 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
6. 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
7. 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
8. 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
9. 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
10. 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
11. 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
12. Sukrit Leelaluk, Cheng Tang, Valdemar Švábenský, , Atsushi Shimada
    Knowledge Distillation in RNN-Attention Models for Early Prediction of Student Performance
    In The 40th ACM/SIGAPP Symposium on Applied Computing (SAC '25), 2025.03
    BibTeX, Doi Foundation, Paper Information
13. Erwin D. LOPEZ Z., Cheng TANG, Atsushi SHIMADA
    Attention-Seeker: Dynamic Self-Attention Scoring for Unsupervised Keyphrase Extraction
    The 31st International Conference on Computational Linguistics (COLING2025), pp.5011-5026, 2025.01
    BibTeX
14. Ryunosuke HAMADA, Tsubasa MINEMATSU, Cheng TANG, Atsushi SHIMADA
    Analysis of adapter in attention of change detection Vision Transformer
    AI-based All-Weather Surveillance System, AWSS 2024, 2024.12
    BibTeX
15. Erwin D. LOPEZ Z., Cheng TANG, Yuta TANIGUCHI, Fumiya OKUBO, Shimada ATSUSHI
    Automated Recommendations for Revising Lecture Slides Using Reading Activity Data
    The 32nd International Conference on Computers in Education (ICCE 2024), pp.246-255, 2024.11
    BibTeX
16. Yongle Ren, Cheng Tang, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
    QA-Knowledge Attention for Exam Performance Prediction
    Technology Enhanced Learning for Inclusive and Equitable Quality Education (EC-TEL 2024), Vol.15159, No.1, pp.375-389, 2024.09
    BibTeX
17. Gen Li, Cheng Tang, Li Chen, Daisuke Deguchi, Takayoshi Yamashita, Atsushi Shimada
    LLM-Driven Ontology Learning to Augment Student Performance Analysis in Higher Education
    International Conference on Knowledge Science, Engineering and Management (KSEM 2024), Vol.3, pp.57-68, 2024.08
    BibTeX
18. Cheng Tang, Li Chen, Gen Li, Tsubasa Minematsu, Fumiya Okubo, Yuta Taniguchi, Atsushi Shimada
    Visual Analytics of Learning Behavior Based on the Dendritic Neuron Model
    International Conference on Knowledge Science, Engineering and Management (KSEM 2024), Vol.2, pp.192-203, 2024.08
    BibTeX
19. Li Chen, Gen Li, Boxuan Ma, Cheng Tang, Fumiya Okubo, Atsushi Shimada
    How Do Strategies for Using ChatGPT Affect Knowledge Comprehension?
    25th International Conference on Artificial Intelligence in Education (AIED 2024), No.1, pp.151-162, 2024.07
    BibTeX
20. Yunyu Zhou, Cheng Tang, Atsushi Shimada
    A Novel Approach: Enhancing Data Extraction from Student Handwritten Notes Using Multi-Task U-Net and GPT-4
    Joint International Conference on Automation-Intelligence-Safety & International Symposium on Autonomous Systems (ICAIS&ISAS2024), 2024.05
    BibTeX
21. Li Yiding, Cheng Tang, Tsubasa Minematsu, Atsushi Shimada
    A High-speed and Lightweight Siamese Tracker based on RepVGG Network
    Joint International Conference on Automation-Intelligence-Safety & International Symposium on Autonomous Systems (ICAIS&ISAS2024), 2024.05
    BibTeX
22. Li Yiding, Cheng Tang, Tsubasa Minematsu, Atsushi Shimada
    Visibility-aware Multi-teacher Knowledge Distillation for Siamese Tracker
    Joint International Conference on Automation-Intelligence-Safety & International Symposium on Autonomous Systems (ICAIS&ISAS2024), 2024.05
    BibTeX
23. Shuaileng Yuan, Sukrit Leelaluk, Cheng Tang, Li Chen, Fumiya Okubo, Atsushi Shimada
    A Deep learning Grade Prediction Model of Online Learning Performance Based on knowledge learning representation
    The 6th Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK24 Data Challenge), 2024.03
    BibTeX
24. Abdul Berr, Sukrit Leelaluk, Cheng Tang, Li Chen, Fumiya Okubo, Atsushi Shimada
    Educational Data Analysis using Generative AI
    The 6th Workshop on Predicting Performance Based on the Analysis of Reading Behavior (LAK24 Data Challenge), 2024.03
    BibTeX
25. Dao Zhou, Tsubasa Minematsu, Cheng Tang, Yuta Taniguchi, Fumiya Okubo, Atsushi Shimada
    A Human-in-the-Loop Annotation Framework for Surveillance Scenarios with Enhanced Overlapping Object Detection
    The 30th International Workshop on Frontiers of Computer Vision 2024 (IW-FCV2024), 2024.02
    BibTeX