| A survey of knowledge tracing: Models, variants, and applications S Shen, Q Liu, Z Huang, Y Zheng, M Yin, M Wang, E Chen IEEE Transactions on Learning Technologies, 2024 | 185* | 2024 |
| Convolutional knowledge tracing: Modeling individualization in student learning process S Shen, Q Liu, E Chen, H Wu, Z Huang, W Zhao, Y Su, H Ma, S Wang Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020 | 157 | 2020 |
| Learning process-consistent knowledge tracing S Shen, Q Liu, E Chen, Z Huang, W Huang, Y Yin, Y Su, S Wang Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021 | 136 | 2021 |
| Assessing student's dynamic knowledge state by exploring the question difficulty effect S Shen, Z Huang, Q Liu, Y Su, S Wang, E Chen Proceedings of the 45th international ACM SIGIR conference on research and …, 2022 | 63 | 2022 |
| Tracing knowledge instead of patterns: Stable knowledge tracing with diagnostic transformer Y Yin, L Dai, Z Huang, S Shen, F Wang, Q Liu, E Chen, X Li Proceedings of the ACM Web Conference 2023, 855-864, 2023 | 46 | 2023 |
| Fully adaptive framework: Neural computerized adaptive testing for online education Y Zhuang, Q Liu, Z Huang, Z Li, S Shen, H Ma Proceedings of the AAAI conference on artificial intelligence 36 (4), 4734-4742, 2022 | 44 | 2022 |
| Learning behavior-oriented knowledge tracing B Xu, Z Huang, J Liu, S Shen, Q Liu, E Chen, J Wu, S Wang Proceedings of the 29th ACM SIGKDD conference on knowledge discovery and …, 2023 | 28 | 2023 |
| Monitoring student progress for learning process-consistent knowledge tracing S Shen, E Chen, Q Liu, Z Huang, W Huang, Y Yin, Y Su, S Wang IEEE Transactions on Knowledge and Data Engineering 35 (8), 8213-8227, 2022 | 22 | 2022 |
| Learning from crowds with annotation reliability Z Cao, E Chen, Y Huang, S Shen, Z Huang Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 9 | 2023 |
| PST: measuring skill proficiency in programming exercise process via programming skill tracing R Li, Y Yin, L Dai, S Shen, X Lin, Y Su, E Chen Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022 | 6 | 2022 |
| Quiz-based Knowledge Tracing S Shen, E Chen, B Xu, Q Liu, Z Huang, L Zhu, Y Su arXiv preprint arXiv:2304.02413, 2023 | 5 | 2023 |
| Fully Adaptive Framework: Neural Computerized Adaptive Testing for Online Education.(2022) Y Zhuang, Q Liu, Z Huang, Z Li, S Shen, H Ma | 5 | 2022 |
| Target hierarchy-guided knowledge tracing: Fine-grained knowledge state modeling X Sun, K Zhang, S Shen, F Wang, Y Guo, Q Liu Expert Systems with Applications 251, 123898, 2024 | 4 | 2024 |
| Global and local neural cognitive modeling for student performance prediction Y Su, S Shen, L Zhu, L Wu, Z Huang, Z Cheng, Q Liu, S Wang Expert Systems with Applications 237, 121637, 2024 | 4 | 2024 |
| Multi-task Information Enhancement Recommendation model for educational Self-Directed Learning System Y Su, X Yang, J Lu, Y Liu, Z Han, S Shen, Z Huang, Q Liu Expert Systems with Applications 252, 124073, 2024 | 3 | 2024 |
| Aligning LLMs through Multi-perspective User Preference Ranking-based Feedback for Programming Question Answering H Yang, L He, M Hou, S Shen, R Li, J Hou, J Ma, J Zhao arXiv preprint arXiv:2406.00037, 2024 | 3 | 2024 |
| LGS-KT: Integrating logical and grammatical skills for effective programming knowledge tracing X Sun, Q Liu, K Zhang, S Shen, Y Zhuang, Y Guo Neural Networks, 107164, 2025 | 2 | 2025 |
| Long-Term and Short-Term Perception in Knowledge Tracing Z Chen, M Zhu, F Wang, S Shen, Z Huang, Q Liu CCF Conference on Big Data, 1-15, 2023 | 2 | 2023 |
| STHKT: Spatiotemporal Knowledge Tracing with Topological Hawkes Process S Li, S Shen, Y Su, X Sun, J Lu, Q Mo, Z Wu, Q Liu Expert Systems with Applications 259, 125248, 2025 | 1 | 2025 |
| MLC-DKT: A multi-layer context-aware deep knowledge tracing model S Zhang, J Pu, J Cui, S Shen, W Chen, K Hu, E Chen Knowledge-Based Systems 303, 112384, 2024 | 1 | 2024 |