Xinning Zhu

2025

doi dblp
Beyond Return Conditioning: Multi-Scale Sequence Modeling and Advantage-Guided Policy Routing for Offline RL.
Kunbao Wu|Xinning Zhu|Yang Qin|Tieru Wang|Jianzhou Diao|Zheng Hu
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
Interpretable Knowledge Tracing with Difficulty-Aware Attention and Selective State Space Model.
Yang Qin|Xinning Zhu|Xiaosheng Tang|Chunhong Zhang|Kunbao Wu|Fengjie Chang|Jianzhou Diao|Zheng Hu
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

2023

doi dblp
No Length Left Behind: Enhancing Knowledge Tracing for Modeling Sequences of Excessive or Insufficient Lengths.
Moyu Zhang|Xinning Zhu|Chunhong Zhang|Feng Pan|Wenchen Qian|Hui Zhao
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Counterfactual Monotonic Knowledge Tracing for Assessing Students' Dynamic Mastery of Knowledge Concepts.
Moyu Zhang|Xinning Zhu|Chunhong Zhang|Wenchen Qian|Feng Pan|Hui Zhao
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

2021

doi dblp
Multi-Factors Aware Dual-Attentional Knowledge Tracing.
Moyu Zhang|Xinning Zhu|Chunhong Zhang|Yang Ji|Feng Pan|Changchuan Yin
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021