Graduate School and Faculty of Information Science and Electrical Engineering
Research
Publications
Journals (Peer-reviewed)
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)
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
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
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
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
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
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
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