When Looking Is Not Enough: Visual Attention Structure Reveals Hallucination in MLLMs

Fanpu Cao, Xin Zou, Xuming Hu +1

Multimodal large language models (MLLMs) have become a key interface for visual reasoning and grounded question answering, yet they remain vulnerable to visual hallucinations, wher…