Shengyingjie Liu

According to our database, Shengyingjie Liu authored at least 14 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

Information Processing Dynamic Graph For Knowledge Tracing.

Xiong Xiao, Shengyingjie Liu, Yue Li, Xiuling He, Jing Fang, Yangyang Li

Inf. Process. Manag., 2026

Code-driven programming prediction enhanced by LLM with a feature fusion approach.

Shengyingjie Liu, Jianxin Li, Qian Wan, Bo He, Zhijun Huang, Qing Li

Inf. Fusion, 2026

Invariant Representation Learning for Memory Behavior Modeling via Adaptive Environment Separation.

Xiaoxuan Shen, Zhihai Hu, Fuqing Li, Shengyingjie Liu, Jianwen Sun

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

HKT: Hierarchical structure-based knowledge tracing.

Qing Li, Zhijun Huang, Jianwen Sun, Xin Yuan, Shengyingjie Liu, Zhonghua Yan

Inf. Process. Manag., 2025

Multi-objective math problem generation using large language model through an adaptive multi-level retrieval augmentation framework.

Jianwen Sun, Wangzi Shi, Xiaoxuan Shen, Shengyingjie Liu, Luona Wei, Qian Wan

Inf. Fusion, 2025

Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework.

Qian Wan, Wangzi Shi, Jintian Feng, Shengyingjie Liu, Luona Wei, Zhicheng Dai, Jianwen Sun

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

ROKAN: Toward Interpretable and Domain-Robust Memory Behavior Modeling.

Xiaoxuan Shen, Zhihai Hu, Di Chen, Jianwen Sun, Shengyingjie Liu

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

VCR: A "Cone of Experience" Driven Synthetic Data Generation Framework for Mathematical Reasoning.

Sannyuya Liu, Jintian Feng, Xiaoxuan Shen, Shengyingjie Liu, Qian Wan, Jianwen Sun

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Autobalanced Multitask Node Embedding Framework for Intelligent Education.

Xiaoxuan Shen, Jianwei Yu, Ruxia Liang, Qing Li, Shengyingjie Liu, Shangheng Du, Jianwen Sun, Sannyuya Liu

IEEE Trans. Neural Networks Learn. Syst., June, 2024

Heterogeneous Evolution Network Embedding with Temporal Extension for Intelligent Tutoring Systems.

Sannyuya Liu, Shengyingjie Liu, Zongkai Yang, Jianwen Sun, Xiaoxuan Shen, Qing Li, Rui Zou, Shangheng Du

ACM Trans. Inf. Syst., March, 2024

Hyperbolic embedding of discrete evolution graphs for intelligent tutoring systems.

Shengyingjie Liu, Zongkai Yang, Sannyuya Liu, Ruxia Liang, Jianwen Sun, Qing Li, Xiaoxuan Shen

Expert Syst. Appl., 2024

Evolvable Psychology Informed Neural Network for Memory Behavior Modeling.

Xiaoxuan Shen, Zhihai Hu, Qirong Chen, Shengyingjie Liu, Ruxia Liang, Jianwen Sun

CoRR, 2024

2023

Separated Graph Neural Networks for Recommendation Systems.

Jianwen Sun, Lu Gao, Xiaoxuan Shen, Sannyuya Liu, Ruxia Liang, Shangheng Du, Shengyingjie Liu

IEEE Trans. Ind. Informatics, 2023

2016

Query-Directed Probing LSH for Cosine Similarity.

Shengyingjie Liu, Jianwen Sun, Zhi Liu, Xian Peng, Sanya Liu

Proceedings of the Fifth International Conference on Network, Communication and Computing, 2016