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Bo-Lin Zhu

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#artificial intelligence Preprint Sep 2026

UltraG-Bench: A Multi-task Benchmark for assessing Large Vision-Language Models on Pixel-level Evidence Grounding in Ultrasound

This work proposes UltraG-Agent, which combines the semantic reasoning capabilities of a VLM with the ultrasound-specific segmentation capability of UltraSAM3, and shows that UltraG-Agent substantially improves both semantic prediction and pixel-level visual grounding.

Quan-Hao Zhu, Bo Xu, Rui Lin et al. · 0 citations
Conference Open access Sep 2026

MedVCoT: Bridging the Modality Gap in Medical VQA Through Latent Visual Reasoning

This work proposes MedVCoT, which incorporates latent visual reasoning into the medical visual question answering (VQA) domain, and utilizes the specialized expertise of MedSAM to train a large vision-language model so that it can autonomously generate consistent and continuous latent visual tokens within Visual Chain-...

Bo Xu, Quan-Hao Zhu, Bo-Lin Zhu et al. · 1 citation

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