Author

Yu-Cheng Zhang

2 papers indexed here

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Preprint Oct 2026

MultiEvoSkill: Structure-Aware Multi-Agent Skill Evolution for Generalizable Skill Artifacts

Skill documents are becoming the default adaptation surface for frozen large language model (LLM) agents, but current skill generators face two key limitations. First, humans and different LLMs differ in how they organize procedural knowledge and approach task solving. Skills authored from a human or single-model persp...

Kounianhua Du, Jian-Xing Liu, Ruoshui Shan et al. · 0 citations

Review Open access Oct 2026

Reinforcement learning with GSPO enables vision language model (VLM) to detect structural heart disease from 12-lead electrocardiography

Convolutional neural networks (CNNs) enable the detection of structural heart disease (SHD) from 12-lead electrocardiography (ECG). However, the subtle ECG features identified by CNNs are generally not interpretable by humans and are not translatable into new diagnostic markers for clinicians to adopt. To...

W. Wong, C. Liu, C. Y. Leung et al. · European Heart Journal · 0 citations