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Jiayu Liu
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Year
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
282023
Incremental cognitive diagnosis for intelligent education
S Tong, J Liu, Y Hong, Z Huang, L Wu, Q Liu, W Huang, E Chen, D Zhang
Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022
192022
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
172024
Learning by applying: A general framework for mathematical reasoning via enhancing explicit knowledge learning
J Liu, Z Huang, C Zhai, Q Liu
Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 4497-4506, 2023
172023
Guiding Mathematical Reasoning via Mastering Commonsense Formula Knowledge
J Liu, Z Huang, Z Ma, Q Liu, E Chen, T Su, H Liu
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
102023
A cognitive solver with autonomously knowledge learning for reasoning mathematical answers
J Liu, Z Huang, X Lin, Q Liu, J Ma, E Chen
2022 IEEE International Conference on Data Mining (ICDM), 269-278, 2022
102022
Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm
J Li, Q Liu, F Wang, J Liu, Z Huang, F Yao, L Zhu, Y Su
Proceedings of the ACM on Web Conference 2024, 3420-3431, 2024
82024
Bit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing
L He, Z Huang, J Liu, E Chen, F Wang, J Sha, S Wang
Proceedings of the ACM on Web Conference 2024, 1395-1406, 2024
52024
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
52023
A Mathematical Word Problem Generator with Structure Planning and Knowledge Enhancement
L Qin, J Liu, Z Huang, K Zhang, Q Liu, B Jin, E Chen
Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023
42023
A hyperbolic-to-hyperbolic user representation with multi-aspect for social recommendation
H Zhang, H Wang, G Wang, J Liu, Q Liu
Proceedings of the 31st ACM International Conference on Information …, 2022
42022
Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process
T Xiao, J Liu, Z Huang, J Wu, J Sha, S Wang, E Chen
arXiv preprint arXiv:2405.06232, 2024
22024
What makes in-context learning effective for mathematical reasoning: A theoretical analysis
J Liu, Z Huang, C Wang, X Huang, C Zhai, E Chen
arXiv preprint arXiv:2412.12157, 2024
12024
Enhancing the Completeness of Rationales for Multi-Step Question Answering
S Xue, Z Huang, X Lin, J Liu, L Qin, T Su, H Liu, Q Liu
Proceedings of the 33rd ACM International Conference on Information and …, 2024
12024
A Probabilistic Framework for Temporal Cognitive Diagnosis in Online Learning Systems
JY Liu, F Wang, HP Ma, ZY Huang, Q Liu, EH Chen, Y Su
Journal of Computer Science and Technology 38 (6), 1203-1222, 2023
12023
Clause-level relationship-aware math word problems solver
CY Wu, X Lin, ZY Huang, Y Yin, JY Liu, Q Liu, G Zhou
Machine Intelligence Research 19 (5), 425-438, 2022
12022
SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models
J Liu, Z Huang, T Xiao, J Sha, J Wu, Q Liu, S Wang, E Chen
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 0
1
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Articles 1–17