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Ning Mao

2 accepted papers

2026

Scalable Medical Multimodal Fusion via Symmetric Consistency Modeling

ICML 2026poster

Medical diagnosis tasks often rely on heterogeneous information from multiple sources, such as medical images and clinical text. Multimodal fusion is therefore essential for improving classification performance and robustness. However, most existing methods assume a fixed and known modality set, mak…

Cited by 0SourcecodeScholar
2025

Growing a Twig to Accelerate Large Vision-Language Models

ICCV 2025poster

Large vision-language models (VLMs) have demonstrated remarkable capabilities in open-world multimodal understanding, yet their high computational overheads pose great challenges for practical deployment. Some recent works have proposed methods to accelerate VLMs by pruning redundant visual tokens g…