Xinyi Shang

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Training Efficiency & Optimization (1)

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Jingyu Lin (1)Zhiqiang Shen (1)

Papers (1)

Feb 18, 2026

3w ago

Fast and Scalable Analytical Diffusion

Analytical diffusion models can now scale to ImageNet-1K without training, thanks to a clever "Golden Subset" selection strategy that avoids full-dataset scans.

Xinyi Shang, Jingyu Lin, Zhiqiang Shen

Architecture Design (Transformers, SSMs, MoE)Training Efficiency & Optimization

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Xinyi Shang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)