"weight pruning" Papers

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ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning

Ruchika Chavhan, Da Li, Timothy Hospedales

ICLR 2025arXiv:2405.19237
37
citations

DuoGPT: Training-free Dual Sparsity through Activation-aware Pruning in LLMs

Ruokai Yin, Yuhang Li, Donghyun Lee et al.

NEURIPS 2025arXiv:2506.20194
2
citations

Numerical Pruning for Efficient Autoregressive Models

Xuan Shen, Zhao Song, Yufa Zhou et al.

AAAI 2025paperarXiv:2412.12441
23
citations

PermLLM: Learnable Channel Permutation for N:M Sparse Large Language Models

Lancheng Zou, Shuo Yin, Zehua Pei et al.

NEURIPS 2025