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Meng-Zhu Wang

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#machine learning Preprint May 2026

Learning beyond Site Bias for OOD Generalization in Brain Networks

First, CORE estimates site-specific confounder effects and aggregates the resulting deconfounders by cross-source reliability for unseen-site correction, while extracting a population scaffold of reproducible label-associated connections from site-wise residualized FC.

Ying-Xu Wang, Kun Zhang, Yan-Wu Yang et al. · 2 citations
Book Open access Aug 2026

ProtoPSR: Prototype-guided Pairwise Similarity Regularization for Robust Spatial Multi-Omics Integration

ProtoPSR is proposed, an unsupervised framework for robust spatial multi-omics domain discovery that stabilizes both local clustering structure and global pairwise relations and demonstrates strong robustness under modality-specific feature corruption.

Yu Zhang, Meng-Zhu Wang, Luoxi Jing et al. · 0 citations

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