MVP: A Mobile 3D-Stacked VLM Accelerator for Efficient Video Understanding by Leveraging Dynamic Sparse Attention Patterns

Yifan Ding, Qianxu Wang, Dunshan Yu, Tianyu Jia. MVP: A Mobile 3D-Stacked VLM Accelerator for Efficient Video Understanding by Leveraging Dynamic Sparse Attention Patterns. In Proceedings of the ACM/IEEE International Symposium on Low Power Electronics and Design, ISLPED 2026, Evanston, IL, USA, August 5-7, 2026. ACM, 2026. [doi]

Abstract

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