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Wenqiang Wang

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#artificial intelligence Preprint Sep 2026

DIET: Deletion-response Expert Trimming for Video Diffusion Transformers

Video diffusion transformers (DiTs) increasingly adopt mixture-of-experts (MoE) architectures to reduce active computation, but their full expert storage remains costly. Existing one-shot pruning criteria mainly rely on static activation or routing statistics and cannot capture layer-level re-routing after expert delet...

Jia-Chang Zhang, Teng Hu, Bo-Hao Feng et al. · 0 citations

Preprint Aug 2026

Efficient Audio-Visual Generation via Synchrony-Aware Cross-Modal Sparse Attention

This work presents a synchronization-aware acceleration framework for efficient audio-visual generation by explicitly accounting for cross-modal dependence during acceleration, and improves inference efficiency while keeping video quality, audio quality, and audio-video synchronization.

Sheng-Chuan Gao, Teng Hu, Bo-Hao Feng et al. · 1 citation