Binbin Shi

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Multimodal Models (2)Computer Vision (1)Eval Frameworks & Benchmarks (1)Recommendation & Information Retrieval (1)

Frequent co-authors

Xupeng Chen (2)Chenqian Le (2)Ran Gong (2)Qifu Yin (1)

Papers (2)

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

Xupeng Chen +83w ago

Iterative Multimodal Retrieval-Augmented Generation for Medical Question Answering

Ditching text chunks for full document page images in medical RAG boosts QA accuracy by a full percentage point, proving that visual context matters.

Xupeng Chen, Binbin Shi, Chenqian Le +6

Multimodal Models Recommendation & Information Retrieval Scientific Discovery & Drug Design

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Binbin Shi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)