"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 2025poster

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 2024poster

Rethinking Optimization and Architecture for Tiny Language Models

Yehui Tang, Kai Han, Fangcheng Liu et al.

ICML 2024poster