2026
Thinking as Society: Multi-Social-Agent Self-Distillation for Multimodal Misinformation Detection
ICLR 2026poster
Multimodal Misinformation Detection (MMD) in realistic, mixed-sourced scenarios must incorporate robust reasoning capabilities to handle the social complexity and diverse types of forgeries. While MLLM-based agents are increasingly used for MMD task due to their powerful reasoning abilities, they su…