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cs.CV2026
Why Do Video Diffusion Models Violate Physics? Unveiling the Flaws in Attention Mechanisms
Yueyan Li, Haibo Wang, Caixia Yuan +1
Despite impressive visual quality, state-of-the-art video diffusion models often generate content that violates real-world physical laws. While existing solutions rely on external…
cs.CV2025
Reading Images Like Texts: Sequential Image Understanding in Vision-Language Models
Yueyan Li, Chenggong Zhao, Zeyuan Zang +2
Vision-Language Models (VLMs) have demonstrated remarkable performance across a variety of real-world tasks. However, existing VLMs typically process visual information by serializ…