3 papers
cs.AI2026
ADMC: Attention-based Diffusion Model for Missing Modalities Feature Completion
Yuhan Li, Wei Zhang, Juan Chen +3
Multimodal emotion and intent recognition is essential for automated human-computer interaction, It aims to analyze users' speech, text, and visual information to predict their emo…
cs.AI2026
MLlm-DR: Towards Explainable Depression Recognition with MultiModal Large Language Models
Wei Zhang, Juan Chen, En Zhu +3
Automated depression diagnosis aims to analyze multimodal information from interview videos to predict participants' depression scores. Previous studies often lack clear explanatio…
cs.CL2025
Rethinking All Evidence: Enhancing Trustworthy Retrieval-Augmented Generation via Conflict-Driven Summarization
Juan Chen, Baolong Bi, Wei Zhang +5
Retrieval-Augmented Generation (RAG) enhances large language models (LLMs) by integrating their parametric knowledge with external retrieved content. However, knowledge conflicts c…