Faculty of Information Science and Electrical Engineering
Academic
Ph.D (Eng.)
Research
Machine Learning, Deep Learning
Publications
Journals (Peer-reviewed)
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, Vol.12, pp.100659-100675, 2024.07 BibTeX
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
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
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)
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
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
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
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
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
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
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
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
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
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