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 |
From Static Benchmarks to Adaptive Testing: Psychometrics in AI Evaluation Y Zhuang, Q Liu, ZA Pardos, PC Kyllonen, J Zu, Z Huang, S Wang, ... arXiv preprint arXiv:2306.10512, 2024 | 43* | 2024 |
A Bounded Ability Estimation for Computerized Adaptive Testing Y Zhuang, Q Liu, GH Zhao, Z Huang, W Huang, Z Pardos, E Chen, J Wu, ... Advances in Neural Information Processing Systems 36, 2024 | 19 | 2024 |
Understanding and improving fairness in cognitive diagnosis Z Zhang, L Wu, Q Liu, J Liu, Z Huang, Y Yin, Y Zhuang, W Gao, E Chen Science China Information Sciences 67 (5), 152106, 2024 | 17 | 2024 |
A robust computerized adaptive testing approach in educational question retrieval Y Zhuang, Q Liu, Z Huang, Z Li, B Jin, H Bi, E Chen, S Wang Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022 | 16 | 2022 |
Fairlisa: Fair user modeling with limited sensitive attributes information Z Zhang, Q Liu, H Jiang, F Wang, Y Zhuang, L Wu, W Gao, E Chen Thirty-seventh Conference on Neural Information Processing Systems, 2023 | 15 | 2023 |
Simulating Student Interactions with Two-stage Imitation Learning for Intelligent Educational Systems G Zhao, Z Huang, Y Zhuang, J Liu, Q Liu, Z Liu, J Wu, E Chen Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 5 | 2023 |
Search-Efficient Computerized Adaptive Testing Y Hong, S Tong, W Huang, Y Zhuang, Q Liu, E Chen, X Li, Y He Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 3 | 2023 |
A Unified Adaptive Testing System Enabled by Hierarchical Structure Search J Yu, Y Zhuang, Z Huang, Q Liu, X Li, LI Rui, E Chen Forty-first International Conference on Machine Learning, 0 | 3 | |
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 |
Survey of Computerized Adaptive Testing: A Machine Learning Perspective Q Liu, Y Zhuang, H Bi, Z Huang, W Huang, J Li, J Yu, Z Liu, Z Hu, Y Hong, ... arXiv preprint arXiv:2404.00712, 2024 | 2 | 2024 |
PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations J Li, R Hu, K Huang, Y Zhuang, Q Liu, M Zhu, X Shi, W Lin arXiv preprint arXiv:2405.19740, 2024 | 1 | 2024 |
Optimizing Student Ability Assessment: A Hierarchy Constraint-Aware Cognitive Diagnosis Framework for Educational Contexts X Sun, Q Liu, K Zhang, S Shen, F Wang, Y Zhuang, Z Zhang, W Gong, ... arXiv preprint arXiv:2412.04488, 2024 | | 2024 |
A Diffusion-Based Cognitive Diagnosis Framework for Robust Learner Assessment G Zhao, Z Huang, Y Zhuang, H Bi, Y Wang, F Wang, Z Ma, Y Zhao IEEE Transactions on Learning Technologies, 2024 | | 2024 |
Towards Explainable Computerized Adaptive Testing with Large Language Model C Cheng, GH Zhao, Z Huang, Y Zhuang, Z Pan, Q Liu, X Li, E Chen Findings of the Association for Computational Linguistics: EMNLP 2024, 2655-2672, 2024 | | 2024 |
Where is the Next Step? Predicting the Scientific Impact of Research Career H Zhang, Y Ge, Y Zhuang, E Chen IEEE Transactions on Big Data, 2024 | | 2024 |
TestAgent: An Adaptive and Intelligent Expert for Human Assessment J Yu, Y Zhuang, Y Sun, W Gao, Q Liu, M Cheng, Z Huang, E Chen | | |
Computerized Adaptive Testing via Collaborative Ranking Z Liu, Y Zhuang, Q Liu, J Li, Y Zhang, Z Huang, J Wu, S Wang The Thirty-eighth Annual Conference on Neural Information Processing Systems, 0 | | |