Xiaoxuan Shen

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 24

Top Topics

Tutoring System

Matrix Factorization

Movie Recommendation

Top Venues

Expert Syst. Appl.

IEEE Trans. Ind. Informatics

IEEE Trans. Neural Networks Learn. Syst.

Publications

Sannyuya Liu, Jintian Feng, Zongkai Yang, Yawei Luo, Qian Wan, Xiaoxuan Shen, Jianwen Sun
COMET: "Cone of experience" enhanced large multimodal model for mathematical problem generation. CoRR (2024)
Sannyuya Liu, Qing Li, Xiaoxuan Shen, Jianwen Sun, Zongkai Yang
Automated discovery of symbolic laws governing skill acquisition from naturally occurring data. Nat. Comput. Sci. 4 (5) (2024)
Xiaoxuan Shen, Jianwei Yu, Ruxia Liang, Qing Li, Shengyingjie Liu, Shangheng Du, Jianwen Sun, Sannyuya Liu
Autobalanced Multitask Node Embedding Framework for Intelligent Education. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Sannyuya Liu, Qing Li, Xiaoxuan Shen, Jianwen Sun, Zongkai Yang
Automated discovery of symbolic laws governing skill acquisition from naturally occurring data. CoRR (2024)
Jianfang Liu, Wei Wang, Baolin Yi, Xiaoxuan Shen, Huanyu Zhang
Contrastive multi-interest graph attention network for knowledge-aware recommendation. Expert Syst. Appl. 255 (2024)
Shengyingjie Liu, Zongkai Yang, Sannyuya Liu, Ruxia Liang, Jianwen Sun, Qing Li, Xiaoxuan Shen
Hyperbolic embedding of discrete evolution graphs for intelligent tutoring systems. Expert Syst. Appl. 241 (2024)
Jianwen Sun, Fenghua Yu, Qian Wan, Qing Li, Sannyuya Liu, Xiaoxuan Shen
Interpretable Knowledge Tracing with Multiscale State Representation. WWW (2024)
Sannyuya Liu, Shengyingjie Liu, Zongkai Yang, Jianwen Sun, Xiaoxuan Shen, Qing Li, Rui Zou, Shangheng Du
Heterogeneous Evolution Network Embedding with Temporal Extension for Intelligent Tutoring Systems. ACM Trans. Inf. Syst. 42 (2) (2024)
Jianwen Sun, Shangheng Du, Zhi Liu, Fenghua Yu, Sannyuya Liu, Xiaoxuan Shen
Weighted Heterogeneous Graph-Based Three-View Contrastive Learning for Knowledge Tracing in Personalized e-Learning Systems. IEEE Trans. Consumer Electron. 70 (1) (2024)
Qing Li, Xin Yuan, Sannyuya Liu, Lu Gao, Tianyu Wei, Xiaoxuan Shen, Jianwen Sun
A Genetic Causal Explainer for Deep Knowledge Tracing. IEEE Trans. Evol. Comput. 28 (4) (2024)
Wei Wang, Xiaoxuan Shen, Baolin Yi, Huanyu Zhang, Jianfang Liu, Chao Dai
Knowledge-aware fine-grained attention networks with refined knowledge graph embedding for personalized recommendation. Expert Syst. Appl. 249 (2024)
Jianwen Sun, Shangheng Du, Ruxia Liang, Xiaoxuan Shen, Qing Li, Sannyuya Liu, Zongkai Yang
Deep adversarial group recommendation with user feature space separation. User Model. User Adapt. Interact. 34 (3) (2024)
Songkai Zhu, Xiaoxuan Shen, Xiuling He, Jing Fang, Yangyang Li
Dual-track feedback aggregation recommendation model for programming training. Knowl. Based Syst. 259 (2023)
Jianwen Sun, Lu Gao, Xiaoxuan Shen, Sannyuya Liu, Ruxia Liang, Shangheng Du, Shengyingjie Liu
Separated Graph Neural Networks for Recommendation Systems. IEEE Trans. Ind. Informatics 19 (1) (2023)
Wei Wang, Xiaoxuan Shen, Huanyu Zhang, Zhifei Li, Baolin Yi
RIECN: learning relation-based interactive embedding convolutional network for knowledge graph. Neural Comput. Appl. 35 (11) (2023)
Huanyu Zhang, Xiaoxuan Shen, Baolin Yi, Wei Wang, Yong Feng
KGAN: Knowledge Grouping Aggregation Network for course recommendation in MOOCs. Expert Syst. Appl. 211 (2023)
Jianwen Sun, Fenghua Yu, Sannyuya Liu, Yawei Luo, Ruxia Liang, Xiaoxuan Shen
Adversarial Bootstrapped Question Representation Learning for Knowledge Tracing. ACM Multimedia (2023)
Sannyuya Liu, Jianwei Yu, Qing Li, Ruxia Liang, Yunhan Zhang, Xiaoxuan Shen, Jianwen Sun
Ability boosted knowledge tracing. Inf. Sci. 596 (2022)
Hai Liu, Chao Zheng, Duantengchuan Li, Xiaoxuan Shen, Ke Lin, Jiazhang Wang, Zhen Zhang, Zhaoli Zhang, Neal N. Xiong
EDMF: Efficient Deep Matrix Factorization With Review Feature Learning for Industrial Recommender System. IEEE Trans. Ind. Informatics 18 (7) (2022)
Hai Liu, Chao Zheng, Duantengchuan Li, Zhaoli Zhang, Ke Lin, Xiaoxuan Shen, Neal N. Xiong, Jiazhang Wang
Multi-perspective social recommendation method with graph representation learning. Neurocomputing 468 (2022)
Xiaoxuan Shen, Baolin Yi, Hai Liu, Wei Zhang, Zhaoli Zhang, Sannyuya Liu, Naixue Xiong
Deep Variational Matrix Factorization with Knowledge Embedding for Recommendation System. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
Baolin Yi, Xiaoxuan Shen, Hai Liu, Zhaoli Zhang, Wei Zhang, Sannyuya Liu, Naixue Xiong
Deep Matrix Factorization With Implicit Feedback Embedding for Recommendation System. IEEE Trans. Ind. Informatics 15 (8) (2019)
Jiangbo Shu, Xiaoxuan Shen, Hai Liu, Baolin Yi, Zhaoli Zhang
A content-based recommendation algorithm for learning resources. Multim. Syst. 24 (2) (2018)
Baolin Yi, Xiaoxuan Shen, Zhaoli Zhang, Jiangbo Shu, Hai Liu
Expanded autoencoder recommendation framework and its application in movie recommendation. SKIMA (2016)