The Coherence Trap: When MLLM-Crafted Narratives Exploit Manipulated Visual Contexts Yuchen Zhang, Yaxiong Wang, Yujiao Wu, Lianwei Wu, Li Zhu, Zhedong Zheng IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026