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Author

Tai-Yue Li

2 papers indexed here

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Preprint Aug 2026

Hybrid Quantum-inspired Kolmogorov-Arnold Networks for Privacy-Aware Federated Biosignal Learning

Electrocardiogram (ECG) recordings are sensitive biomedical data, limiting the ability of hospitals and wearable devices to share raw signals for centralized model training. Federated learning addresses this practical privacy constraint by enabling collaborative model training while keeping raw biosignal data at their...

Chun-Hua Lin, Samuel Yen-Chi Chen, Yu-Chao Hsu et al. · 0 citations
#artificial intelligence Preprint Oct 2026

Variational Quantum Attention for Molecular Graph Learning

Molecular property prediction is central to computational drug discovery, where graph neural networks learn to weight neighboring atomic environments during message passing. Yet it remains unclear how variational quantum circuits alter learned attention behavior in molecular graphs. We introduce an edge-aware variation...

Yu-Cheng Lin, Yu-Chao Hsu, Tai-Yue Li et al. · 0 citations

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