...Mengmeng Sui; Weijun Gao; Tao Chen; Lianyong Qi Purpose This paper aims to address modality noise and continuous changing of reliabilities of emotional cues in multimodal sentiment analysis. Such dynamic perceptual characteristics are challenging for continual sentiment perception, especially when...