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Zi-Yan An

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Open access Sep 2026

Application of Photocrosslinkable Wet-Adhesive Composite Hydrogel Adhesive in Bladder Injury Repair

Medical adhesives have been extensively applied for skin wound repair and hemostasis, while the dynamically humid and complex intraperitoneal environment imposes stringent requirements on tissue adhesives. Few studies have reported the application of biological adhesives for bladder defect repair in urological practice...

Kai-Peng Bi, Zi-Yan An, Zheng Wang et al. · 0 citations
#artificial intelligence Preprint Sep 2026

LogiC-Diff: Embedding Security Properties Into AI-Enabled Cyber-Physical Systems

AI-enabled Cyber-Physical Systems (CPS) are highly vulnerable to adversarial and anomalous inputs, where small perturbations can induce cascading errors and unsafe control actions. Existing approaches, such as rule-based filtering, training-time regularization, or diffusion-based reconstruction, either operate outside...

Zi-Yan An, John Stankovic, Mei-Yi Ma · 0 citations
Open access Aug 2026

Integrating Multi-Omics and Machine Learning to Reveal a Prognostic Model for Prostate Cancer Metastatic Recurrence Associated with Epithelial–Mesenchymal Transition Features

A three-gene signature provides a new exploratory prognostic model while inferring a COMP+ to NELL2+ transcriptional transition and demonstrates the value of AI-driven multi-omics integration for precision oncology.

Xue-Qian Zhang, Wei Zhang, Zheng Wang et al. · 0 citations
Open access Jul 2026

Formal Logic Inference Guided Uncertainty Quantification for Personalized Federated Learning

LogiCP is a novel FL framework that integrates formal logic reasoning with uncertainty quantification (UQ) to support scalable and personalized learning with theoretical guarantees, achieving up to a 95% improvement in client-level MSE while maintaining strong scalability.

Guocheng He, Ziyan An, Meiyi Ma · 0 citations

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