Chunyi Peng

Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation

2026

Multimodal Retrieval-Augmented Generation (MRAG) has shown promise in mitigating hallucinations in Multimodal Large Language Models (MLLMs) by incorporating external knowledge. However, existing methods typically adhere to rigid retrieval paradigms by mimicking fixed retrieval trajectories and …