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Author

Bohan Wu

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Switch Attention: Towards Dynamic and Fine-grained Hybrid Transformers

SwiAttn is a novel hybrid transformer that enables dynamic and fine-grained routing between full attention and sliding window attention, and dynamically routes the computation to either a full-attention branch for global information aggregation or a sliding-window branch for efficient local pattern matching.

Yusheng Zhao, Hourun Li, Bohan Wu et al. · 4 citations
Book Open access Jul 2026

EviRAG: Evidence-Guided Retrieval-Augmented Generation for Medical Vision-Language Models

An evidence-guided retrieval-augmented framework EviRAG is proposed that decomposes retrieval into structured and unstructured alignment levels and substantially reduces clinical inconsistencies compared to strong medical vision-language baselines.

Yiyang Gu, Jiayue Fan, Kaili-May Liu et al. · 1 citation

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