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Wen-Bo Zhang

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#machine learning Preprint Aug 2026

WhiteMatter: All-to-All Cross-Layer Connections via KV Source Mixing

When generating text, a Transformer produces representations of past tokens at every layer, but each layer can normally use only representations from the same depth. This restriction prevents the model from fully reusing information it has already computed. We introduce WhiteMatter, which allows every layer to draw on...

Wen-Bo Zhang, Xiang Ren · 0 citations
Preprint Sep 2026

MetaStructAtlas: A Grounded 3D Vision-Language Dataset and Benchmark for Functional and Structural Reasoning in Whole-Body PET/CT

The joint interpretation of metabolic function and anatomical structure is essential for clinical diagnosis in whole-body PET/CT. Although recent advances in 3D medical vision-language models have demonstrated remarkable progress, current efforts are limited to regional CT imaging, leaving a critical void in comprehens...

Chen-Guang Zheng, Le Xue, Yi-Chi Zhang et al. · 0 citations

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