| 2025 | AIED | Learning Path Planning via Prior-Guided Reinforcement Learning. | Mengfei Liu, Xian-Sheng Hua, Xuequn Shang, Yupei Zhang |
| 2024 | MICCAI | Knowledge-Driven Subspace Fusion and Gradient Coordination for Multi-modal Learning. | Yupei Zhang, Xiaofei Wang, Fangliangzi Meng, Jin Tang, Chao Li |
| 2023 | ADMA | Deep Knowledge Tracing with Concept Trees. | Yupei Zhang, Rui An, Wenxin Zhang, Shuhui Liu, Xuequn Shang |
| 2023 | MICCAI | Combat Long-Tails in Medical Classification with Relation-Aware Consistency and Virtual Features Compensation. | Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Zhen Chen |
| 2022 | AIED | Contrastive Deep Knowledge Tracing. | Huan Dai, Yue Yun, Yupei Zhang, Wenxin Zhang, Xuequn Shang |
| 2022 | ICDM | Online Deep Knowledge Tracing. | Wenxin Zhang, Yupei Zhang, Shuhui Liu, Xuequn Shang |
| 2022 | ICPR | WeStcoin: Weakly-Supervised Contextualized Text Classification with Imbalance and Noisy Labels. | Yupei Zhang, Yaya Zhou, Shuhui Liu, Wenxin Zhang, Min Xiao, Xuequn Shang |
| 2022 | SMC | Interpretable Educational Recommendation: An Open Framework based on Bayesian Principal Component Analysis. | Yue Yun, Huan Dai, Yupei Zhang, Shuangshuang Wei, Xuequn Shang |
| 2021 | AIED | Self-paced Graph Memory Network for Student GPA Prediction and Abnormal Student Detection. | Yue Yun, Huan Dai, Ruoqi Cao, Yupei Zhang, Xuequn Shang |
| 2021 | LAK | Undergraduate Grade Prediction in Chinese Higher Education Using Convolutional Neural Networks. | Yupei Zhang, Rui An, Jiaqi Cui, Xuequn Shang |
| 2021 | PRICAI | An Improved Deep Model for Knowledge Tracing and Question-Difficulty Discovery. | Huan Dai, Yupei Zhang, Yue Yun, Xuequn Shang |
| 2021 | VTC | A 256-QAM Backscatter Transponder Architecture using Delta-Sigma Load Modulation for 6G Ultra-Low-Power IoT Devices. | Tanbir Haque, Hussain Elkotby, Patrick Cabrol, Yupei Zhang, Ravikumar Pragada, Douglas R. Castor |
| 2019 | EDM | Student Knowledge Diagnosis on Response Data via the Model of Sparse Factor Learning. | Yupei Zhang, Huan Dai, Yue Yun, Xuequn Shang |
| 2018 | PRICAI | Low-Rank Graph Regularized Sparse Coding. | Yupei Zhang, Shuhui Liu, Xuequn Shang, Ming Xiang |
| 2015 | IJCNN | Learning discriminant isomap for dimensionality reduction. | Bo Yang, Ming Xiang, Yupei Zhang |