Junjie Hu

13 papers A* 1Misc 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A survey of deep learning based knowledge tracing from cognitive processing perspective.
Neurocomputing
Huali Yang, Junjie Hu, Shengze Hu, Zhuoran Xu, Xinjia Ou, Jing Geng, Linxia Tang, Tao Huang
2026 J jnl
BDGKT: Bidirectional dynamic graph knowledge tracing.
Knowl. Based Syst.
Xinjia Ou, Tao Huang, Shengze Hu, Huali Yang, Zhuoran Xu, Junjie Hu, Jing Geng
2026 J jnl
Disentangling response sequences with causal invariance for knowledge tracing.
Eng. Appl. Artif. Intell.
Shengze Hu, Junjie Hu, Huali Yang, Jing Geng, Xinjia Ou, Zhuoran Xu, Han Wang, Tao Huang
2026 J jnl
Hierarchical memory-enhanced networks for student knowledge tracing.
Pattern Recognit. Lett.
Huali Yang, Junjie Hu, Tao Huang, Shengze Hu, Wang Gao, Zhuoran Xu, Jing Geng
2026 J jnl
Time-frequency domain coupling-Oriented knowledge tracing via learning behavior decoupling.
Knowl. Based Syst.
Tao Huang, Gang Xue, Junjie Hu, Shengze Hu, Huali Yang, Xinjia Ou, Zhichao Zhang
2025 J jnl
MAHKT: Knowledge tracing with multi-association heterogeneous graph embedding based on knowledge transfer.
Knowl. Based Syst.
Huali Yang, Junjie Hu, Jinjin Chen, Shengze Hu, Jing Geng, Qiang Zhu, Tao Huang
2025 J jnl
Memory flow-controlled knowledge tracing with three stages.
Neural Networks
Tao Huang, Junjie Hu, Huali Yang, Shengze Hu, Jing Geng, Xinjia Ou
2025 J jnl
Multi-scale convolutional attention knowledge tracing from accumulative and structural evolution perspectives.
Appl. Soft Comput.
Tao Huang, Zhuoran Xu, Xinjia Ou, Huali Yang, Shengze Hu, Junjie Hu, Jing Geng
2025 Misc conf
Problem Solving-Oriented Programming Knowledge Tracing from Behavior to Thought.
ICASSP
Tao Huang, Linxia Tang, Huali Yang, Xinjia Ou, Shengze Hu, Jing Geng, Junjie Hu
2024 J jnl
Heterogeneous graph-based knowledge tracing with spatiotemporal evolution.
Expert Syst. Appl.
Huali Yang, Shengze Hu, Jing Geng, Tao Huang, Junjie Hu, Hao Zhang, Qiang Zhu
2024 J jnl
Interpretable neuro-cognitive diagnostic approach incorporating multidimensional features.
Knowl. Based Syst.
Tao Huang, Jing Geng, Huali Yang, Shengze Hu, Xinjia Ou, Junjie Hu, Zongkai Yang
2024 A* conf
Remembering is Not Applying: Interpretable Knowledge Tracing for Problem-solving Processes.
ACM Multimedia
Tao Huang, Xinjia Ou, Huali Yang, Shengze Hu, Jing Geng, Junjie Hu, Zhuoran Xu
2023 — conf
Modeling Working Memory Using Convolutional Neural Networks for Knowledge Tracing.
ICIC (2)
Huali Yang, Bin Chen, Junjie Hu, Tao Huang, Jing Geng, Linxia Tang