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Author

Song-Song Zhang

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Open access Sep 2026

Federated Multi-Label Feature Selection via Anchor-Guided Frequency-Domain Optimization Algorithm

Multi-label text feature selection aims to identify compact and discriminative feature subsets for documents associated with multiple correlated labels. In federated environments, this task is further complicated by high-dimensional search spaces, non-independent and non-identically distributed data, complex label depe...

Yu-Xue Hu, Ya-Wen Yan, Li Zhao et al. · 0 citations
Open access Sep 2026

TDPO: two-stage differentiated prompt optimization for image classification

Prompt engineering has emerged as an effective paradigm for adapting vision-language models (VLMs) to image classification. Although large language models (LLMs) could generate rich visual descriptions, their hallucination often produces inaccurate or weakly discriminative class-specific prompts. Moreover, existing pro...

Qi-Yi He, Yun-Jie Zeng, Zhi-Wei Ye et al. · 0 citations

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