Author

Ru-Yu Zhou

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Open access Aug 2026

Plant Cell-on-Chip (PCOC): Exploring the Electrical Modulation Capability of Plant Cells

The intrinsic properties of plants offer numerous opportunities for scientific and technological advancement. Considerable efforts have been directed toward developing plant-on-chip platforms to investigate cellular responses to external stimuli, including chemical, mechanical, and electrical cues. In this study, we pr...

Jia-Yu Li, Ru-Yu Zhou, Yu-Xiang Qin et al. · Micromachines · 0 citations

#machine learning Preprint Oct 2026

On Inherent Privacy of Posterior Sampling: A Unified R\'enyi-Divergence Framework

Differential Privacy (DP) provides a rigorous framework for quantifying privacy guarantees. While most methods achieve DP by injecting calibrated random noise, the intrinsic randomness of certain procedures such as sampling can yield DP guarantees ``for free''. In this work, we develop a unified R\'enyi divergence fram...

Ru-Yu Zhou, Fang Liu · 0 citations