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Author

Junfeng Shen

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Oct 2026

DAGF: a disentangled adaptive gating fusion network for multimodal sentiment analysis

DAGF, a Disentangled Adaptive Gating Fusion network, is proposed for continuous multimodal sentiment analysis, which uses a Feature Disentanglement Module to separate modality-shared sentiment semantics from modality-specific affective cues.

Ming-Song Shi, Jun-Feng Shen · 0 citations
Jul 2026

GICA: gate-controlled information bottleneck cross-modal attention network

The Gate-Controlled Information Bottleneck Cross-Modal Attention Network (GICA), a two-stage hierarchical framework that jointly optimizes adaptive modal compression and cross-modal information interaction, is offered, addressing the issues of over-compression and under-compression present in current information bottle...

Yu-Hao Qiang, Junfeng Shen · 0 citations

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