Huiting Huang

Recovering Coherent Affective Patterns: Addressing Modality Missing in Multimodal Sentiment Analysis

Multimodal sentiment analysis (MSA) seeks to decode human emotions by integrating heterogeneous modalities. However, real-world scenarios often involve missing or misaligned data due to sensor failures or transmission errors, leading to disrupted temporal dynamics and degraded cross-modal correlatio