Lan-Jian Ma

Federated multimodal home school collaborative dance intervention for inclusive preschool education with privacy preserving and explainable AI framework

A federated multimodal framework for inclusive preschool dance education, with explicit links between model design and educational decision requirements, which shows the largest motor-skill and social-inclusion gains for HomeSchool-AI, while the ablation, robustness, privacy–utility, and cross-school analyses provide c...