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Ji-Hoon Bae

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Book Open access Aug 2026

HRKT: Hierarchical Recurrent Knowledge Tracing for Efficient Transformer-Based Long-Sequence Modeling

Hierarchical Recurrent Knowledge Tracing (HRKT) is proposed, a novel knowledge tracing framework that introduces a new hierarchical recurrent design for Transformer-based KT models that enables efficient long-sequence modeling and improves prediction performance.

Ju-Yeong Park, Tae-Gwon Lee, Ji-Hoon Bae · 0 citations
Open access Aug 2026

Arc-Fault Detection Using Stage-Wise Alignment and Feature Fusion of Dual Learnable Time–Frequency Representations

A progressive three-stage time–frequency learning framework that identifies series arc faults directly from normalized current waveforms and provides robust discrimination across unseen measurement sessions within the evaluated load categories and operating conditions is presented.

Seoyoung Jeon, Won-Kyu Choi, Sungsoo Kwon et al. · 0 citations

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