Expanded autoencoder recommendation framework and its application in movie recommendation. - Baolin Yi; Xiaoxuan Shen; Zhaoli Zhang; Jiangbo Shu; Hai Liu 004 (SKIMA, 2016)

A content-based recommendation algorithm for learning resources. - Jiangbo Shu; Xiaoxuan Shen; Hai Liu 004; Baolin Yi; Zhaoli Zhang (Multim. Syst., 2018)

Deep Matrix Factorization With Implicit Feedback Embedding for Recommendation System. - Baolin Yi; Xiaoxuan Shen; Hai Liu 004; Zhaoli Zhang; Wei Zhang 139; Sannyuya Liu; Naixue Xiong (IEEE Trans. Ind. Informatics, 2019)

Deep Variational Matrix Factorization with Knowledge Embedding for Recommendation System. - Xiaoxuan Shen; Baolin Yi; Hai Liu 004; Wei Zhang 139; Zhaoli Zhang; Sannyuya Liu; Naixue Xiong (IEEE Trans. Knowl. Data Eng., 2021)

Multi-perspective social recommendation method with graph representation learning. - Hai Liu 004; Chao Zheng; Duantengchuan Li; Zhaoli Zhang; Ke Lin 001; Xiaoxuan Shen; Neal N. Xiong; Jiazhang Wang (Neurocomputing, 2022)

Ability boosted knowledge tracing. - Sannyuya Liu; Jianwei Yu; Qing Li 045; Ruxia Liang; Yunhan Zhang; Xiaoxuan Shen; Jianwen Sun (Inf. Sci., 2022)

EDMF: Efficient Deep Matrix Factorization With Review Feature Learning for Industrial Recommender System. - Hai Liu 004; Chao Zheng; Duantengchuan Li; Xiaoxuan Shen; Ke Lin 001; Jiazhang Wang; Zhen Zhang; Zhaoli Zhang; Neal N. Xiong (IEEE Trans. Ind. Informatics, 2022)

Adversarial Bootstrapped Question Representation Learning for Knowledge Tracing. - Jianwen Sun; Fenghua Yu; Sannyuya Liu; Yawei Luo; Ruxia Liang; Xiaoxuan Shen (ACM Multimedia, 2023)

KGAN: Knowledge Grouping Aggregation Network for course recommendation in MOOCs. - Huanyu Zhang; Xiaoxuan Shen; Baolin Yi; Wei Wang 451; Yong Feng (Expert Syst. Appl., 2023)

Dual-track feedback aggregation recommendation model for programming training. - Songkai Zhu; Xiaoxuan Shen; Xiuling He; Jing Fang; Yangyang Li (Knowl. Based Syst., 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)

RIECN: learning relation-based interactive embedding convolutional network for knowledge graph. - Wei Wang 451; Xiaoxuan Shen; Huanyu Zhang; Zhifei Li; Baolin Yi (Neural Comput. Appl., 2023)

Causal Feature-Enhanced Collaborative Filtering Algorithm. - Chao Dai; Baolin Yi; Xiaoxuan Shen; Huanyu Zhang; Wei Wang 451; WeiZheng Luo (IJCNN, 2024)

Revisiting Knowledge Tracing: A Simple and Powerful Model. - Xiaoxuan Shen; Fenghua Yu; Yaqi Liu; Ruxia Liang; Qian Wan 007; Kai Yang; Jianwen Sun (ACM Multimedia, 2024)

Interpretable Knowledge Tracing with Multiscale State Representation. - Jianwen Sun; Fenghua Yu; Qian Wan 007; Qing Li 045; Sannyuya Liu; Xiaoxuan Shen (WWW, 2024)

COMET : "cone of experience" enhanced large multimodal model for mathematical problem generation. - Sannyuya Liu; Jintian Feng; Zongkai Yang; Yawei Luo; Qian Wan 007; Xiaoxuan Shen; Jianwen Sun (Sci. China Inf. Sci., 2024)

Evolvable Psychology Informed Neural Network for Memory Behavior Modeling. - Xiaoxuan Shen; Zhihai Hu; Qirong Chen; Shengyingjie Liu; Ruxia Liang; Jianwen Sun (CoRR, 2024)

Contrastive multi-interest graph attention network for knowledge-aware recommendation. - Jianfang Liu; Wei Wang 451; Baolin Yi; Xiaoxuan Shen; Huanyu Zhang (Expert Syst. Appl., 2024)

Hyperbolic embedding of discrete evolution graphs for intelligent tutoring systems. - Shengyingjie Liu; Zongkai Yang; Sannyuya Liu; Ruxia Liang; Jianwen Sun; Qing Li 045; Xiaoxuan Shen (Expert Syst. Appl., 2024)

Knowledge-aware fine-grained attention networks with refined knowledge graph embedding for personalized recommendation. - Wei Wang 451; Xiaoxuan Shen; Baolin Yi; Huanyu Zhang; Jianfang Liu; Chao Dai (Expert Syst. Appl., 2024)

Weighted Heterogeneous Graph-Based Three-View Contrastive Learning for Knowledge Tracing in Personalized e-Learning Systems. - Jianwen Sun; Shangheng Du; Zhi Liu 011; Fenghua Yu; Sannyuya Liu; Xiaoxuan Shen (IEEE Trans. Consumer Electron., 2024)

Heterogeneous Evolution Network Embedding with Temporal Extension for Intelligent Tutoring Systems. - Sannyuya Liu; Shengyingjie Liu; Zongkai Yang; Jianwen Sun; Xiaoxuan Shen; Qing Li 045; Rui Zou; Shangheng Du (ACM Trans. Inf. Syst., 2024)

Automated discovery of symbolic laws governing skill acquisition from naturally occurring data. - Sannyuya Liu; Qing Li 045; Xiaoxuan Shen; Jianwen Sun; Zongkai Yang (Nat. Comput. Sci., 2024)

Autobalanced Multitask Node Embedding Framework for Intelligent Education. - Xiaoxuan Shen; Jianwei Yu; Ruxia Liang; Qing Li 045; Shengyingjie Liu; Shangheng Du; Jianwen Sun; Sannyuya Liu (IEEE Trans. Neural Networks Learn. Syst., 2024)

Deep adversarial group recommendation with user feature space separation. - Jianwen Sun; Shangheng Du; Ruxia Liang; Xiaoxuan Shen; Qing Li 045; Sannyuya Liu; Zongkai Yang (User Model. User Adapt. Interact., 2024)

A Genetic Causal Explainer for Deep Knowledge Tracing. - Qing Li 045; Xin Yuan; Sannyuya Liu; Lu Gao; Tianyu Wei; Xiaoxuan Shen; Jianwen Sun (IEEE Trans. Evol. Comput., 2024)

VCR: A "Cone of Experience" Driven Synthetic Data Generation Framework for Mathematical Reasoning. - Sannyuya Liu; Jintian Feng; Xiaoxuan Shen; Shengyingjie Liu; Qian Wan 007; Jianwen Sun (AAAI, 2025)

A Plug-in Critiquing Approach for Knowledge Graph Recommendation Systems via Representative Sampling. - Huanyu Zhang; Xiaoxuan Shen; Baolin Yi; Jianfang Liu; Yinao Xie (WWW, 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 007 (Inf. Fusion, 2025)

Dual-view multi-scale cognitive representation for deep knowledge tracing. - Qing Li 045; Xin Yuan; Jieyu Yue; Xiaoxuan Shen; Ruxia Liang; Sannyuya Liu; Zhonghua Yan (Knowl. Based Syst., 2025)

Semantic relation-aware graph attention network with noise augmented layer-wise contrastive learning for recommendation. - Jianfang Liu; Wei Wang 451; Baolin Yi; Huanyu Zhang; Xiaoxuan Shen (Knowl. Based Syst., 2025)

Enhancing knowledge tracing with question-based contrastive learning. - Xiaoxuan Shen; Fenghua Yu; Yaqi Liu; Ruxia Liang; Qian Wan 007; Tianhao Yang; Mengtian Shi; Jianwen Sun (Knowl. Based Syst., 2025)

Question Embedding on Weighted Heterogeneous Information Network for Knowledge Tracing. - Jianwen Sun; Shangheng Du; Jianpeng Zhou; Xin Yuan; Xiaoxuan Shen; Ruxia Liang (ACM Trans. Knowl. Discov. Data, 2025)