"neural architecture design" Papers

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FFN Fusion: Rethinking Sequential Computation in Large Language Models

Akhiad Bercovich, Mohammed Dabbah, Omri Puny et al.

NEURIPS 2025spotlightarXiv:2503.18908
2
citations

From Kolmogorov to Cauchy: Shallow XNet Surpasses KANs

Xin Li, Xiaotao Zheng, Zhihong Xia

NEURIPS 2025

Unleashing Vecset Diffusion Model for Fast Shape Generation

Zeqiang Lai, Zhao Yunfei, Zibo Zhao et al.

ICCV 2025highlightarXiv:2503.16302
14
citations

On the Nonlinearity of Layer Normalization

Yunhao Ni, Yuxin Guo, Junlong Jia et al.

ICML 2024arXiv:2406.01255
7
citations

Rethinking Optimization and Architecture for Tiny Language Models

Yehui Tang, Kai Han, Fangcheng Liu et al.

ICML 2024