2 papers
cs.HC2026
OneEmo: A Unified Multimodal Reasoning Model for Emotion Perception, Understanding, and Interaction
Jiahao Huang, Zheng Lian, Jingyi Zhang +3
Multimodal Large Language Models (MLLMs) have demonstrated remarkable capabilities in emotional intelligence. However, prevailing research predominantly focuses on task-specific sp…
cs.AI2026
Nano-EmoX: Unifying Multimodal Emotional Intelligence from Perception to Empathy
Jiahao Huang, Fengyan Lin, Xuechao Yang +4
The development of affective multimodal language models (MLMs) has long been constrained by a gap between low-level perception and high-level interaction, leading to fragmented aff…