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cs.CV2026
DIVA: Exploiting Cross-Step Conditional Propagation for Visual Jailbreaks in Discrete Diffusion Vision-Language Models
Guorui Song, Runqing Tang, Jingye Zhang +11
Large vision-language models (VLMs) are increasingly deployed in safety-critical settings, yet existing visual jailbreak research has focused almost exclusively on autoregressive a…
cs.CV2025
ConvRot: Rotation-Based Plug-and-Play 4-bit Quantization for Diffusion Transformers
Feice Huang, Zuliang Han, Xing Zhou +3
Diffusion transformers have demonstrated strong capabilities in generating high-quality images. However, as model size increases, the growing memory footprint and inference latency…