Shuanghong Shen

According to our database, Shuanghong Shen authored at least 24 papers between 2020 and 2025.

Collaborative distances:

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

2025

STHKT: Spatiotemporal Knowledge Tracing with Topological Hawkes Process.

Shuting Li, Shuanghong Shen, Yu Su, Xinjie Sun, Junyu Lu, Qi Mo, Zhenyi Wu, Qi Liu

Expert Syst. Appl., 2025

2024

Global and local neural cognitive modeling for student performance prediction.

Yu Su, Shuanghong Shen, Linbo Zhu, Le Wu, Zhenya Huang, Zeyu Cheng, Qi Liu, Shijin Wang

Expert Syst. Appl., March, 2024

A Survey of Knowledge Tracing: Models, Variants, and Applications.

Shuanghong Shen, Qi Liu, Zhenya Huang, Yonghe Zheng, Minghao Yin, Minjuan Wang, Enhong Chen

IEEE Trans. Learn. Technol., 2024

MLC-DKT: A multi-layer context-aware deep knowledge tracing model.

Suojuan Zhang, Jie Pu, Jing Cui, Shuanghong Shen, Weiwei Chen, Kun Hu, Enhong Chen

Knowl. Based Syst., 2024

Target hierarchy-guided knowledge tracing : Fine-grained knowledge state modeling.

Xinjie Sun, Kai Zhang, Shuanghong Shen, Fei Wang, Yuxiang Guo, Qi Liu

Expert Syst. Appl., 2024

Multi-task Information Enhancement Recommendation model for educational Self-Directed Learning System.

Yu Su, Xuejie Yang, Junyu Lu, Yu Liu, Ze Han, Shuanghong Shen, Zhenya Huang, Qi Liu

Expert Syst. Appl., 2024

Constructing a Confidence-guided Multigraph Model for cognitive diagnosis in personalized learning.

Yu Su, Ze Han, Shuanghong Shen, Xuejie Yang, Zhenya Huang, Jinze Wu, Huawei Zhou, Qi Liu

Expert Syst. Appl., 2024

Optimizing Student Ability Assessment: A Hierarchy Constraint-Aware Cognitive Diagnosis Framework for Educational Contexts.

Xinjie Sun, Qi Liu, Kai Zhang, Shuanghong Shen, Fei Wang, Yan Zhuang, Zheng Zhang, Weiyin Gong, Shijin Wang, Lina Yang, Xingying Huo

CoRR, 2024

Aligning LLMs through Multi-perspective User Preference Ranking-based Feedback for Programming Question Answering.

Hongyu Yang, Liyang He, Min Hou, Shuanghong Shen, Rui Li, Jiahui Hou, Jianhui Ma, Junda Zhao

CoRR, 2024

Item-Difficulty-Aware Learning Path Recommendation: From a Real Walking Perspective.

Haotian Zhang, Shuanghong Shen, Bihan Xu, Zhenya Huang, Jinze Wu, Jing Sha, Shijin Wang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Modeling Learning Transfer Effects in Knowledge Tracing: A Dynamic and Bidirectional Perspective.

Weizhe Huang, Shuanghong Shen, Zhenya Huang, Qi Liu, Junyu Lu, Yu Su

Proceedings of the Database Systems for Advanced Applications, 2024

Mitigating Cold-Start Problems in Knowledge Tracing with Large Language Models: An Attribute-aware Approach.

Yuxiang Guo, Shuanghong Shen, Qi Liu, Zhenya Huang, Linbo Zhu, Yu Su, Enhong Chen

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Monitoring Student Progress for Learning Process-Consistent Knowledge Tracing.

Shuanghong Shen, Enhong Chen, Qi Liu, Zhenya Huang, Wei Huang, Yu Yin, Yu Su, Shijin Wang

IEEE Trans. Knowl. Data Eng., August, 2023

Quiz-based Knowledge Tracing.

Shuanghong Shen, Enhong Chen, Bihan Xu, Qi Liu, Zhenya Huang, Linbo Zhu, Yu Su

CoRR, 2023

Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer.

Yu Yin, Le Dai, Zhenya Huang, Shuanghong Shen, Fei Wang, Qi Liu, Enhong Chen, Xin Li

Proceedings of the ACM Web Conference 2023, 2023

Learning from Crowds with Annotation Reliability.

Zhi Cao, Enhong Chen, Ye Huang, Shuanghong Shen, Zhenya Huang

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Learning Behavior-oriented Knowledge Tracing.

Bihan Xu, Zhenya Huang, Jiayu Liu, Shuanghong Shen, Qi Liu, Enhong Chen, Jinze Wu, Shijin Wang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Assessing Student's Dynamic Knowledge State by Exploring the Question Difficulty Effect.

Shuanghong Shen, Zhenya Huang, Qi Liu, Yu Su, Shijin Wang, Enhong Chen

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

PST: Measuring Skill Proficiency in Programming Exercise Process via Programming Skill Tracing.

Ruixin Li, Yu Yin, Le Dai, Shuanghong Shen, Xin Lin, Yu Su, Enhong Chen

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Modeling Offline Knowledge Evolution Effect for Online Knowledge Tracing.

Xiaonan Zeng, Shuanghong Shen, Zhenya Huang, Enhong Chen, Yu Su, Shijin Wang

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Fully Adaptive Framework: Neural Computerized Adaptive Testing for Online Education.

Yan Zhuang, Qi Liu, Zhenya Huang, Zhi Li, Shuanghong Shen, Haiping Ma

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

A Survey of Knowledge Tracing.

Qi Liu, Shuanghong Shen, Zhenya Huang, Enhong Chen, Yonghe Zheng

CoRR, 2021

Learning Process-consistent Knowledge Tracing.

Shuanghong Shen, Qi Liu, Enhong Chen, Zhenya Huang, Wei Huang, Yu Yin, Yu Su, Shijin Wang

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Convolutional Knowledge Tracing: Modeling Individualization in Student Learning Process.

Shuanghong Shen, Qi Liu, Enhong Chen, Han Wu, Zhenya Huang, Weihao Zhao, Yu Su, Haiping Ma, Shijin Wang

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020