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9 Apr 2026
SERC
Institute for Infocomm Research
Leveraging LLM and Multiscale Knowledge States to Improve Knowledge Tracing in Programming Tasks
(Pending publish)
Mingxing Shao,
Tiancheng Zhang,
Yifang Yin,
Wenhui Wu,
Zikai Li,
Minghe Yu,
Fangling Leng,
Ge Yu
Proceedings of the ACM Web Conference 2026
13 Jan 2026
SERC
Institute of Advanced Intelligence and Computing
MeLoRA : Probability measures-based low-rank adaptation with Gaussian variational inference
(Pending publish)
Xue He,
Xue Geng,
Tiancheng Zhang,
Minghe Yu,
Yuhai Zhao,
Xulei Yang,
Min Wu,
Ge Yu
Knowledge-Based Systems
30 Sep 2025
SERC
Institute for Infocomm Research
Leveraging Student Profiles and the Mamba Framework to Enhance Knowledge Tracing
Mingxing Shao,
Tiancheng Zhang,
Minghe Yu,
Zhenghao Liu,
Yifang Yin,
Hengyu Liu,
Ge Yu
Lecture Notes in Computer Science
19 Sep 2025
SERC
Institute for Infocomm Research
Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency
Fan Li,
Tiancheng Zhang,
Yifang Yin,
Minghe Yu,
Mengxiang Wang,
Ge Yu
Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence
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