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Wuyou Xia

2 accepted papers

2025

MODA: MOdular Duplex Attention for Multimodal Perception, Cognition, and Emotion Understanding

ICML 2025spotlight

Multimodal large language models (MLLMs) recently showed strong capacity in integrating data among multiple modalities, empowered by generalizable attention architecture. Advanced methods predominantly focus on language-centric tuning while less exploring multimodal tokens mixed through attention, p…

Cited by 0SourcePDFScholar
2025

Seek Common Ground While Reserving Differences: Semi-Supervised Image-Text Sentiment Recognition

CVPR 2025poster

Multimodal sentiment analysis has attracted extensive research attention as increasing users share images and texts to express their emotions and opinions on social media. Collecting large amounts of labeled sentiment data is an expensive and challenging task due to the high cost of labeling and una…