Convolutional Knowledge Tracing: Modeling Individualization in Student Learning Process. - Shuanghong Shen; Qi Liu 003; Enhong Chen; Han Wu 002; Zhenya Huang; Weihao Zhao; Yu Su 002; Haiping Ma; Shijin Wang 001 (SIGIR, 2020)

Learning Process-consistent Knowledge Tracing. - Shuanghong Shen; Qi Liu 003; Enhong Chen; Zhenya Huang; Wei Huang 002; Yu Yin 002; Yu Su 002; Shijin Wang 001 (KDD, 2021)

A Survey of Knowledge Tracing. - Qi Liu 003; Shuanghong Shen; Zhenya Huang; Enhong Chen; Yonghe Zheng (CoRR, 2021)

Fully Adaptive Framework: Neural Computerized Adaptive Testing for Online Education. - Yan Zhuang; Qi Liu 003; Zhenya Huang; Zhi Li 057; Shuanghong Shen; Haiping Ma (AAAI, 2022)

Modeling Offline Knowledge Evolution Effect for Online Knowledge Tracing. - Xiaonan Zeng; Shuanghong Shen; Zhenya Huang; Enhong Chen; Yu Su 002; Shijin Wang 001 (ICTAI, 2022)

PST: Measuring Skill Proficiency in Programming Exercise Process via Programming Skill Tracing. - Ruixin Li; Yu Yin 002; Le Dai; Shuanghong Shen; Xin Lin 005; Yu Su 002; Enhong Chen (SIGIR, 2022)

Assessing Student's Dynamic Knowledge State by Exploring the Question Difficulty Effect. - Shuanghong Shen; Zhenya Huang; Qi Liu 003; Yu Su 002; Shijin Wang 001; Enhong Chen (SIGIR, 2022)

Learning Behavior-oriented Knowledge Tracing. - Bihan Xu; Zhenya Huang; Jiayu Liu 001; Shuanghong Shen; Qi Liu 003; Enhong Chen; Jinze Wu; Shijin Wang 001 (KDD, 2023)

Learning from Crowds with Annotation Reliability. - Zhi Cao; Enhong Chen; Ye Huang; Shuanghong Shen; Zhenya Huang (SIGIR, 2023)

Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer. - Yu Yin 002; Le Dai; Zhenya Huang; Shuanghong Shen; Fei Wang 063; Qi Liu 003; Enhong Chen; Xin Li 064 (WWW, 2023)

Quiz-based Knowledge Tracing. - Shuanghong Shen; Enhong Chen; Bihan Xu; Qi Liu 003; Zhenya Huang; Linbo Zhu; Yu Su 002 (CoRR, 2023)

Monitoring Student Progress for Learning Process-Consistent Knowledge Tracing. - Shuanghong Shen; Enhong Chen; Qi Liu 003; Zhenya Huang; Wei Huang 002; Yu Yin 002; Yu Su 002; Shijin Wang 001 (IEEE Trans. Knowl. Data Eng., 2023)

Mitigating Cold-Start Problems in Knowledge Tracing with Large Language Models: An Attribute-aware Approach. - Yuxiang Guo 002; Shuanghong Shen; Qi Liu 003; Zhenya Huang; Linbo Zhu; Yu Su 002; Enhong Chen (CIKM, 2024)

Modeling Learning Transfer Effects in Knowledge Tracing: A Dynamic and Bidirectional Perspective. - Weizhe Huang; Shuanghong Shen; Zhenya Huang; Qi Liu 003; Junyu Lu; Yu Su 002 (DASFAA (2), 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 001 (KDD, 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 093; Jiahui Hou; Jianhui Ma; Junda Zhao (CoRR, 2024)

Optimizing Student Ability Assessment: A Hierarchy Constraint-Aware Cognitive Diagnosis Framework for Educational Contexts. - Xinjie Sun; Qi Liu 003; Kai Zhang 038; Shuanghong Shen; Fei Wang 063; Yan Zhuang; Zheng Zhang 048; Weiyin Gong; Shijin Wang 001; Lina Yang; Xingying Huo (CoRR, 2024)

Constructing a Confidence-guided Multigraph Model for cognitive diagnosis in personalized learning. - Yu Su 002; Ze Han; Shuanghong Shen; Xuejie Yang; Zhenya Huang; Jinze Wu; Huawei Zhou 002; Qi Liu 003 (Expert Syst. Appl., 2024)

Multi-task Information Enhancement Recommendation model for educational Self-Directed Learning System. - Yu Su 002; Xuejie Yang; Junyu Lu; Yu Liu 005; Ze Han; Shuanghong Shen; Zhenya Huang; Qi Liu 003 (Expert Syst. Appl., 2024)

Target hierarchy-guided knowledge tracing : Fine-grained knowledge state modeling. - Xinjie Sun; Kai Zhang 038; Shuanghong Shen; Fei Wang 063; Yuxiang Guo 002; Qi Liu 003 (Expert Syst. Appl., 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)

A Survey of Knowledge Tracing: Models, Variants, and Applications. - Shuanghong Shen; Qi Liu 003; Zhenya Huang; Yonghe Zheng; Minghao Yin; Minjuan Wang; Enhong Chen (IEEE Trans. Learn. Technol., 2024)

Global and local neural cognitive modeling for student performance prediction. - Yu Su 002; Shuanghong Shen; Linbo Zhu; Le Wu; Zhenya Huang; Zeyu Cheng; Qi Liu 003; Shijin Wang 001 (Expert Syst. Appl., 2024)

ScholarGEC: Enhancing Controllability of Large Language Model for Chinese Academic Grammatical Error Correction. - Zixiao Kong; Xianquan Wang; Shuanghong Shen; Keyu Zhu; Huibo Xu; Yu Su 002 (AAAI, 2025)

CA-GAR: Context-Aware Alignment of LLM Generation for Document Retrieval. - Heng Yu; Junfeng Kang; Rui Li 093; Qi Liu 003; Liyang He; Zhenya Huang; Shuanghong Shen; Junyu Lu (ACL (Findings), 2025)

Mitigating Redundancy in Deep Recommender Systems: A Field Importance Distribution Perspective. - Xianquan Wang; Likang Wu; Zhi Li 057; Haitao Yuan 002; Shuanghong Shen; Huibo Xu; Yu Su 002; Chenyi Lei (KDD (1), 2025)

STHKT: Spatiotemporal Knowledge Tracing with Topological Hawkes Process. - Shuting Li 001; Shuanghong Shen; Yu Su 002; Xinjie Sun; Junyu Lu; Qi Mo; Zhenyi Wu; Qi Liu 003 (Expert Syst. Appl., 2025)

Semantic distillation and enhanced diagnostic alignment: A novel approach for depression detection in social media. - Yu Su 002; Xiangyu Zheng; Junyu Lu; Yi Gong; Qijuan Gao; Shuanghong Shen; Qi Liu 003 (Expert Syst. Appl., 2025)

MHCD: Multi-Hierarchy Interactive Constraint-Aware Cognitive Diagnosis Framework. - Xinjie Sun; Kai Zhang 038; Shuanghong Shen; Fei Wang 063; Weiyin Gong; Lina Yang; Yuling Ma; Xingying Huo; Qi Liu 003 (Expert Syst. Appl., 2025)

Live streaming recommendation based on multiple types of repeated behaviors. - Mengxiao Zhu 001; Qi Shu; Shuanghong Shen; Li Feng; Jiancan Wu; Zhenya Huang (Expert Syst. Appl., 2025)

Harnessing code domain insights: Enhancing programming Knowledge Tracing with Large Language Models. - Xinjie Sun; Qi Liu 003; Kai Zhang 038; Shuanghong Shen; Lina Yang; Hui Li (Knowl. Based Syst., 2025)

Practicing in quiz, assessing in quiz: A quiz-based neural network approach for knowledge tracing. - Shuanghong Shen; Qi Liu 003; Zhenya Huang; Linbo Zhu; Junyu Lu; Kai Zhang 038 (Neural Networks, 2025)

HCD: A Hierarchy Constraint-Aware Neural Cognitive Diagnosis Framework. - Xinjie Sun; Qi Liu 003; Kai Zhang 038; Shuanghong Shen; Fei Wang 063; Yan Zhuang; Zheng Zhang 048; Weiyin Gong; Shijin Wang 001; Lina Yang; Xingying Huo (Neural Networks, 2025)

LGS-KT: Integrating logical and grammatical skills for effective programming knowledge tracing. - Xinjie Sun; Qi Liu 003; Kai Zhang 038; Shuanghong Shen; Yan Zhuang; Yuxiang Guo 002 (Neural Networks, 2025)

Enhancing Knowledge Graph Completion with Entity Neighborhood and Relation Context. - Jianfang Chen; Kai Zhang 038; Aoran Gan; Shiwei Tong; Shuanghong Shen; Qi Liu 003 (CoRR, 2025)

DASKT: A Dynamic Affect Simulation Method for Knowledge Tracing. - Xinjie Sun; Kai Zhang 038; Qi Liu 003; Shuanghong Shen; Fei Wang 063; Yuxiang Guo 002; Enhong Chen (IEEE Trans. Knowl. Data Eng., 2025)

am-ELO: A Stable Framework for Arena-based LLM Evaluation. - Zirui Liu 010; Jiatong Li 002; Yan Zhuang; Qi Liu 003; Shuanghong Shen; Jie Ouyang; Mingyue Cheng; Shijin Wang 001 (CoRR, 2025)

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models. - Yi Zhan; Qi Liu 003; Weibo Gao; Zheng Zhang 048; Tianfu Wang 002; Shuanghong Shen; Junyu Lu; Zhenya Huang (CoRR, 2025)

LLM-EPSP: Large language model empowered early prediction of student performance. - Huawei Zhou 002; Shuanghong Shen; Yu Su 002; Yongchun Miao; Qi Liu 003; Linbo Zhu; Junyu Lu; Zhenya Huang (Inf. Process. Manag., 2026)