Mingxuan Huang

Sun Yat-sen University

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Publication activitypapers/week, last 8 weeks

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Computer Vision (1)Multimodal Models (1)Natural Language Processing (1)

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Lixian Chen (1)Yan-Hong Chen (1)Junyi Lin (1)Yang Shi (1)

Papers (1)

Apr 27, 2026

Guangdong University of Technology4d ago·also SYSU

Majorization-Guided Test-Time Adaptation for Vision-Language Models under Modality-Specific Shift

Test-time adaptation of vision-language models can actually *hurt* performance when modalities shift asymmetrically; MG-MTTA fixes this by explicitly modeling modality reliability.

Lixian Chen, Mingxuan Huang, Yan-Hong Chen +2

Computer Vision Multimodal Models Natural Language Processing

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Mingxuan Huang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)