EAnalyst: Toward Understanding Large-scale Educational Data. - Tao Huang 017; Zhi Li; Hao Zhang 066; Huali Yang 001; Hekun Xie (EDM, 2020)

A learning style classification approach based on deep belief network for large-scale online education. - Hao Zhang 066; Tao Huang 017; Sanya Liu; Hao Yin; Jia Li; Huali Yang 001; Yu Xia (J. Cloud Comput., 2020)

Context-aware knowledge tracing integrated with the exercise representation and association in mathematics. - Tao Huang 017; Mengyi Liang; Huali Yang 001; Zhi Li; Tao Yu; Shengze Hu 001 (EDM, 2021)

A Dynamic Knowledge Diagnosis Approach Integrating Cognitive Features. - Tao Huang 017; Huali Yang 001; Zhi Li; Hekun Xie; Jing Geng 001; Hao Zhang 066 (IEEE Access, 2021)

Research on Diagnosis and Improvement of Mathematical Operation Literacy Based on the Domain Knowledge Graph. - Jing Geng 001; Junya Zhu; Huali Yang 001; Shengze Hu 001; Tao Huang 017 (ICDEL, 2022)

Enhanced hybrid neural network for automated essay scoring. - Xia Li; Huali Yang 001; Shengze Hu 001; Jing Geng 001; Keke Lin; Yuhai Li (Expert Syst. J. Knowl. Eng., 2022)

Modeling Working Memory Using Convolutional Neural Networks for Knowledge Tracing. - Huali Yang 001; Bin Chen; Junjie Hu 006; Tao Huang 017; Jing Geng 001; Linxia Tang (ICIC (2), 2023)

Noise-Filtering Enhanced Deep Cognitive Diagnosis Model for Latent Skill Discovering. - Jing Geng 001; Huali Yang 001; Shengze Hu 001 (Intell. Autom. Soft Comput., 2023)

PQSCT: Pseudo-Siamese BERT for Concept Tagging With Both Questions and Solutions. - Tao Huang 017; Shengze Hu 001; Huali Yang 001; Jing Geng 001; Sannyuya Liu; Hao Zhang 066; Zongkai Yang (IEEE Trans. Learn. Technol., 2023)

Remembering is Not Applying: Interpretable Knowledge Tracing for Problem-solving Processes. - Tao Huang 017; Xinjia Ou; Huali Yang 001; Shengze Hu 001; Jing Geng 001; Junjie Hu 006; Zhuoran Xu 001 (ACM Multimedia, 2024)

Pull together: Option-weighting-enhanced mixture-of-experts knowledge tracing. - Tao Huang 017; Xinjia Ou; Huali Yang 001; Shengze Hu 001; Jing Geng 001; Zhuoran Xu 001; Zongkai Yang (Expert Syst. Appl., 2024)

Joint extraction of biomedical overlapping triples through feature partition encoding. - Qiang Zhu; Cheng Hong 003; Yajie Meng; Huali Yang 001; Weizhong Zhao (Expert Syst. Appl., 2024)

Interpretable neuro-cognitive diagnostic approach incorporating multidimensional features. - Tao Huang 017; Jing Geng 001; Huali Yang 001; Shengze Hu 001; Xinjia Ou; Junjie Hu 006; Zongkai Yang (Knowl. Based Syst., 2024)

Long short-term attentional neuro-cognitive diagnostic model for skill growth assessment in intelligent tutoring systems. - Tao Huang 017; Jing Geng 001; Huali Yang 001; Shengze Hu 001; Yuxia Chen; Jinhong Zhang (Expert Syst. Appl., 2024)

Response speed enhanced fine-grained knowledge tracing: A multi-task learning perspective. - Tao Huang 017; Shengze Hu 001; Huali Yang 001; Jing Geng 001; Zhifei Li; Zhuoran Xu 001; Xinjia Ou (Expert Syst. Appl., 2024)

Heterogeneous graph-based knowledge tracing with spatiotemporal evolution. - Huali Yang 001; Shengze Hu 001; Jing Geng 001; Tao Huang 017; Junjie Hu 006; Hao Zhang 066; Qiang Zhu (Expert Syst. Appl., 2024)

Simulation and prediction study of artificial intelligence education dynamics model for primary and secondary schools. - Tao Huang 017; Jing Geng 001; Yuxia Chen; Han Wang; Huali Yang 001; Shengze Hu 001 (Educ. Inf. Technol., 2024)

Problem Solving-Oriented Programming Knowledge Tracing from Behavior to Thought. - Tao Huang 017; Linxia Tang; Huali Yang 001; Xinjia Ou; Shengze Hu 001; Jing Geng 001; Junjie Hu 006 (ICASSP, 2025)

Multi-scale convolutional attention knowledge tracing from accumulative and structural evolution perspectives. - Tao Huang 017; Zhuoran Xu 001; Xinjia Ou; Huali Yang 001; Shengze Hu 001; Junjie Hu 006; Jing Geng 001 (Appl. Soft Comput., 2025)

A higher-order neural cognitive diagnosis model with hierarchical attention networks. - Tao Huang 017; Yuxia Chen; Jing Geng 001; Huali Yang 001; Shengze Hu 001 (Expert Syst. Appl., 2025)

MAHKT: Knowledge tracing with multi-association heterogeneous graph embedding based on knowledge transfer. - Huali Yang 001; Junjie Hu 006; Jinjin Chen; Shengze Hu 001; Jing Geng 001; Qiang Zhu; Tao Huang 017 (Knowl. Based Syst., 2025)

Memory flow-controlled knowledge tracing with three stages. - Tao Huang 017; Junjie Hu 006; Huali Yang 001; Shengze Hu 001; Jing Geng 001; Xinjia Ou (Neural Networks, 2025)