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Ying-Hao Li

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Open access Sep 2026

Dynamic hypernode injection and graph attention fusion for multimodal sentiment analysis of behavioral signals

Language use, vocal behavior, and facial activity provide complementary indicators of affective state, but multimodal models can be affected by noisy temporal observations and insufficient global guidance before cross-modal interaction. We developed a framework combining bidirectional gated recurrent unit encoders, att...

Wen-Fei Cao, Jian Xu, Ying-Hao Li et al. · 0 citations

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