Author

Yan-Hao Huang

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Preprint Sep 2026

A unified power-grid representation for reuse across network structures and computational tasks

Data-driven power-system models are typically developed for specific grids and computational tasks, but their performance can deteriorate markedly or even fail when network structures or analytical objectives change. This paper develops a unified grid representation that separates physical-grid description from downstr...

Yan-Hao Huang, Chang-Qing Liu, Zi-Chang Wang et al. · 1 citation

#artificial intelligence Preprint Sep 2026

MedFlow: Class-Aware Multi-Scale Generation for Medical Time-Series Synthesis

MedFlow is proposed, a class-aware multi-scale flow matching framework for medical time-series synthesis that outperforms recent state-of-the-art diffusion-based baselines across downstream prediction tasks and introduces Token Marginal Guidance, which incorporates class-conditional token statistics directly into the f...

Yan-Hao Huang, Shi-Bo Feng, Wan-Jin Feng et al. · 0 citations