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Yanchao Li

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Aug 2026

CSW-AL: A category-scaling weight schema for imbalanced multi-domain active learning.

This work introduces a comprehensive framework featuring a dynamic category-scaling weight mechanism that hierarchically addresses imbalance at the sample and domain levels, and builds a progressively refined "Ideal Domain" through the adaptive integration of well-performing domains.

Yanchao Li, Guanxiao Li, Xiaoli Wang et al. · 0 citations