2026
Structures Meet Semantics: Multimodal Fusion via Graph Contrastive Learning
AAAI 2026technical
Multimodal sentiment analysis (MSA) aims to infer emotional states by effectively integrating textual, acoustic, and visual modalities. Despite notable progress, existing multimodal fusion methods often neglect modality-specific structural dependencies and semantic misalignment, limiting their quali