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2020 – today
- 2025
[j13]Shuting Li
, Shuanghong Shen, Yu Su, Xinjie Sun, Junyu Lu, Qi Mo, Zhenyi Wu, Qi Liu:
STHKT: Spatiotemporal Knowledge Tracing with Topological Hawkes Process. Expert Syst. Appl. 259: 125248 (2025)- [j12]Yu Su, Xiangyu Zheng, Junyu Lu, Yi Gong, Qijuan Gao, Shuanghong Shen, Qi Liu:
Semantic distillation and enhanced diagnostic alignment: A novel approach for depression detection in social media. Expert Syst. Appl. 279: 127346 (2025) - [j11]Xinjie Sun, Kai Zhang, Shuanghong Shen, Fei Wang, Weiyin Gong, Lina Yang, Yuling Ma, Xingying Huo, Qi Liu:
MHCD: Multi-Hierarchy Interactive Constraint-Aware Cognitive Diagnosis Framework. Expert Syst. Appl. 283: 127701 (2025) - [j10]Xinjie Sun, Qi Liu, Kai Zhang, Shuanghong Shen, Lina Yang, Hui Li:
Harnessing code domain insights: Enhancing programming Knowledge Tracing with Large Language Models. Knowl. Based Syst. 317: 113396 (2025) - [j9]Xinjie Sun, Qi Liu, Kai Zhang, Shuanghong Shen, Yan Zhuang, Yuxiang Guo:
LGS-KT: Integrating logical and grammatical skills for effective programming knowledge tracing. Neural Networks 185: 107164 (2025) - [j8]Xinjie Sun, Kai Zhang, Qi Liu, Shuanghong Shen, Fei Wang, Yuxiang Guo, Enhong Chen:
DASKT: A Dynamic Affect Simulation Method for Knowledge Tracing. IEEE Trans. Knowl. Data Eng. 37(4): 1714-1727 (2025) - [c14]Zixiao Kong, Xianquan Wang, Shuanghong Shen, Keyu Zhu, Huibo Xu, Yu Su:
ScholarGEC: Enhancing Controllability of Large Language Model for Chinese Academic Grammatical Error Correction. AAAI 2025: 24339-24347 - [c13]Xianquan Wang, Likang Wu, Zhi Li, Haitao Yuan, Shuanghong Shen, Huibo Xu, Yu Su, Chenyi Lei:
Mitigating Redundancy in Deep Recommender Systems: A Field Importance Distribution Perspective. KDD (1) 2025: 1515-1526 - [i6]Xinjie Sun, Kai Zhang, Qi Liu, Shuanghong Shen, Fei Wang, Yuxiang Guo, Enhong Chen:
DASKT: A Dynamic Affect Simulation Method for Knowledge Tracing. CoRR abs/2502.10396 (2025) - [i5]Jianfang Chen, Kai Zhang, Aoran Gan, Shiwei Tong, Shuanghong Shen, Qi Liu:
Enhancing Knowledge Graph Completion with Entity Neighborhood and Relation Context. CoRR abs/2503.23205 (2025) - 2024
- [j7]Yu Su, Shuanghong Shen, Linbo Zhu, Le Wu, Zhenya Huang, Zeyu Cheng, Qi Liu, Shijin Wang:
Global and local neural cognitive modeling for student performance prediction. Expert Syst. Appl. 237(Part C): 121637 (2024) - [j6]Xinjie Sun, Kai Zhang, Shuanghong Shen, Fei Wang, Yuxiang Guo, Qi Liu:
Target hierarchy-guided knowledge tracing : Fine-grained knowledge state modeling. Expert Syst. Appl. 251: 123898 (2024) - [j5]Yu Su, Xuejie Yang, Junyu Lu, Yu Liu, Ze Han, Shuanghong Shen, Zhenya Huang, Qi Liu:
Multi-task Information Enhancement Recommendation model for educational Self-Directed Learning System. Expert Syst. Appl. 252: 124073 (2024) - [j4]Yu Su, Ze Han, Shuanghong Shen, Xuejie Yang, Zhenya Huang, Jinze Wu, Huawei Zhou, Qi Liu:
Constructing a Confidence-guided Multigraph Model for cognitive diagnosis in personalized learning. Expert Syst. Appl. 252: 124259 (2024) - [j3]Suojuan Zhang, Jie Pu, Jing Cui, Shuanghong Shen, Weiwei Chen, Kun Hu, Enhong Chen:
MLC-DKT: A multi-layer context-aware deep knowledge tracing model. Knowl. Based Syst. 303: 112384 (2024) - [j2]Shuanghong Shen, Qi Liu, Zhenya Huang, Yonghe Zheng, Minghao Yin, Minjuan Wang, Enhong Chen:
A Survey of Knowledge Tracing: Models, Variants, and Applications. IEEE Trans. Learn. Technol. 17: 1898-1919 (2024) - [c12]Yuxiang Guo, Shuanghong Shen, Qi Liu, Zhenya Huang, Linbo Zhu, Yu Su, Enhong Chen:
Mitigating Cold-Start Problems in Knowledge Tracing with Large Language Models: An Attribute-aware Approach. CIKM 2024: 727-736 - [c11]Weizhe Huang, Shuanghong Shen, Zhenya Huang, Qi Liu, Junyu Lu, Yu Su:
Modeling Learning Transfer Effects in Knowledge Tracing: A Dynamic and Bidirectional Perspective. DASFAA (2) 2024: 99-114 - [c10]Haotian Zhang, Shuanghong Shen, Bihan Xu, Zhenya Huang, Jinze Wu, Jing Sha, Shijin Wang:
Item-Difficulty-Aware Learning Path Recommendation: From a Real Walking Perspective. KDD 2024: 4167-4178 - [i4]Hongyu Yang, Liyang He, Min Hou, Shuanghong Shen, Rui Li, Jiahui Hou, Jianhui Ma, Junda Zhao:
Aligning LLMs through Multi-perspective User Preference Ranking-based Feedback for Programming Question Answering. CoRR abs/2406.00037 (2024) - [i3]Xinjie Sun, Qi Liu, Kai Zhang, Shuanghong Shen, Fei Wang, Yan Zhuang, Zheng Zhang, Weiyin Gong, Shijin Wang, Lina Yang, Xingying Huo:
Optimizing Student Ability Assessment: A Hierarchy Constraint-Aware Cognitive Diagnosis Framework for Educational Contexts. CoRR abs/2412.04488 (2024) - 2023
- [j1]Shuanghong Shen, Enhong Chen, Qi Liu, Zhenya Huang, Wei Huang, Yu Yin, Yu Su, Shijin Wang:
Monitoring Student Progress for Learning Process-Consistent Knowledge Tracing. IEEE Trans. Knowl. Data Eng. 35(8): 8213-8227 (2023) - [c9]Bihan Xu, Zhenya Huang, Jiayu Liu, Shuanghong Shen, Qi Liu, Enhong Chen, Jinze Wu, Shijin Wang:
Learning Behavior-oriented Knowledge Tracing. KDD 2023: 2789-2800 - [c8]Zhi Cao, Enhong Chen, Ye Huang, Shuanghong Shen, Zhenya Huang:
Learning from Crowds with Annotation Reliability. SIGIR 2023: 2103-2107 - [c7]Yu Yin, Le Dai, Zhenya Huang, Shuanghong Shen, Fei Wang, Qi Liu, Enhong Chen, Xin Li:
Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer. WWW 2023: 855-864 - [i2]Shuanghong Shen, Enhong Chen, Bihan Xu, Qi Liu, Zhenya Huang, Linbo Zhu, Yu Su:
Quiz-based Knowledge Tracing. CoRR abs/2304.02413 (2023) - 2022
- [c6]Yan Zhuang, Qi Liu, Zhenya Huang, Zhi Li, Shuanghong Shen, Haiping Ma:
Fully Adaptive Framework: Neural Computerized Adaptive Testing for Online Education. AAAI 2022: 4734-4742 - [c5]Xiaonan Zeng, Shuanghong Shen, Zhenya Huang, Enhong Chen, Yu Su, Shijin Wang:
Modeling Offline Knowledge Evolution Effect for Online Knowledge Tracing. ICTAI 2022: 467-475 - [c4]Shuanghong Shen, Zhenya Huang, Qi Liu, Yu Su, Shijin Wang, Enhong Chen:
Assessing Student's Dynamic Knowledge State by Exploring the Question Difficulty Effect. SIGIR 2022: 427-437 - [c3]Ruixin Li, Yu Yin, Le Dai, Shuanghong Shen, Xin Lin, Yu Su, Enhong Chen:
PST: Measuring Skill Proficiency in Programming Exercise Process via Programming Skill Tracing. SIGIR 2022: 2601-2606 - 2021
- [c2]Shuanghong Shen, Qi Liu, Enhong Chen, Zhenya Huang, Wei Huang, Yu Yin, Yu Su, Shijin Wang:
Learning Process-consistent Knowledge Tracing. KDD 2021: 1452-1460 - [i1]Qi Liu, Shuanghong Shen, Zhenya Huang, Enhong Chen, Yonghe Zheng:
A Survey of Knowledge Tracing. CoRR abs/2105.15106 (2021) - 2020
- [c1]Shuanghong Shen, Qi Liu, Enhong Chen, Han Wu, Zhenya Huang, Weihao Zhao, Yu Su, Haiping Ma, Shijin Wang:
Convolutional Knowledge Tracing: Modeling Individualization in Student Learning Process. SIGIR 2020: 1857-1860
Coauthor Index
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