Author

Fanyue Wei

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Preprint Oct 2026

TGuide: Faster Autoregressive Video Diffusion via Historical Trajectory Guidance

Can autoregressive video diffusion be accelerated further when only four denoising steps remain? Existing feature caching approaches struggle in this regime, as large feature changes between denoising timesteps undermine both direct reuse and lightweight predictors. We observe that features across video chunks remain s...

Zhuo Chen, Bin Zou, Fan-Yue Wei et al. · 0 citations

Preprint Aug 2026

Dynamic Resolution Routing for Efficient Egocentric Grounding

This work proposes SmartRes, a framework that performs efficiency optimization in the pixel space via dynamic resolution routing and introduces a margin-regularized routing objective that increases foreground-background logit separation and improves foreground recall.

H. Sun, Wang-Bo Zhao, Fanyue Wei et al. · 0 citations