Qifu Yin

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Publication activitypapers/week, last 8 weeks

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Computer Vision (1)Eval Frameworks & Benchmarks (1)Multimodal Models (1)

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Xupeng Chen (1)Binbin Shi (1)Chenqian Le (1)Lang Lin (1)

Papers (1)

Apr 30, 2026

Tsinghua AI3w ago

Auditing Frontier Vision-Language Models for Trustworthy Medical VQA: Grounding Failures, Format Collapse, and Domain Adaptation

Even the most advanced vision-language models struggle to accurately identify anatomical structures in medical images, raising serious concerns about their reliability in clinical settings.

Xupeng Chen, Binbin Shi, Chenqian Le +5

Computer Vision Eval Frameworks & Benchmarks Multimodal Models

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Qifu Yin

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)