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Author

Yifan Ding

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Book Open access Aug 2026

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

MVP, a 3D-stacked VLM accelerator featuring context-aware sparse attention (CASA) and online workload-aware hybrid parallelism scheduling, is introduced, which prunes redundant attention computation FLOPS and adaptively balances computation across hybrid bonding (HB) based many-core NoC architecture.

Yifan Ding, Qianxu Wang, Dunshan Yu et al. · 0 citations
Review Aug 2026

Towards general auditory intelligence for machine listening and speaking

This Review provides a comprehensive review of recent progress in integrating audio into large language models, with a focus on four key areas: audio comprehension, audio generation, speech-based interaction and audio–visual understanding.

Si-Yin Wang, Zengrui Jin, Changli Tang et al. · 1 citation

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