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Author

Cheng-Xuan Liu

2 papers indexed here

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Conference Oct 2026

An intelligent cross-domain fault diagnosis framework based on XGBoost and CNN-KLD for multi-source data

To address the limitations in model generalization caused by discrepancies in the distribution of multi-source data and insufficient labeling in the fault diagnosis of high-speed train bearings, this paper constructs an intelligent diagnostic computing pipeline designed for cross-operating-condition scenarios. This iss...

Cheng-Xuan Liu, Qi-Rui Liu, Qing Cai · 0 citations
Review Oct 2026

AI-generated content in personalized learning and intelligent tutoring systems: a bibliometric analysis

Together, these patterns suggest a shift beyond technology-centered automation toward recursive educational regulation, in which technical generation, pedagogical interpretation, learner response, and institutional correction remain interdependent.

Cheng-Xuan Liu, Walton Wider, Hao Wu et al. · 0 citations

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