Xi Zeng

Multimodal emotion dialogue system involves a hierarchical progression: Perception (Multimodal Emotion Recognition in Conversation, MERC), Reasoning (Multimodal Emotion-Cause Pair Extraction, MECPE), and Support (Multimodal Emotional Support Conversation, MESC). Although existing methods have shi...

Large language model driven multi-agent social simulation frameworks enable realistic modeling of complex societal dynamics but incur substantial computational overhead due to dense agent participation and extensive interaction costs. To address this limitation, we propose SocialDropout, a reinfo...