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Xinglin Piao

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Open access Aug 2026

Mul‐PheG2P: decoupled learning and prediction–space fusion enables robust and interpretable multi‐phenotype genomic prediction

Mul‐PheG2P outperforms existing methods across diverse crop datasets, and provides a multi‐scale interpretability chain: at the macro level, it quantifies phenotypic contributions via attention‐based weighting; at the micro level, Integrated Gradients reveal the genetic basis of predictions.

Jia-Hui Wang, Yong Zhang, Bo Li et al. · 0 citations
Aug 2026

Text-guided zero-shot localization of unseen object categories

A text-guided Zero-Shot Localization framework for unseen object categories (ZSOL) for addressing the aforementioned challenges, which can be guided by prompt words to identify and localize unseen object categories in images by transferring localization knowledge learned from supervised base categories.

Jingjing Wang, Xing-Lin Piao, Zongzhi Gao et al. · 0 citations

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