"post-training pruning" Papers

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Learning Compatible Multi-Prize Subnetworks for Asymmetric Retrieval

Yushuai Sun, Zikun Zhou, Dongmei Jiang et al.

CVPR 2025arXiv:2504.11879

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

Lancheng Zou, Shuo Yin, Zehua Pei et al.

NEURIPS 2025

OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization

Xiang Meng, Shibal Ibrahim, Kayhan Behdin et al.

ICML 2024arXiv:2403.12983
13
citations

Pruner-Zero: Evolving Symbolic Pruning Metric From Scratch for Large Language Models

Peijie Dong, Lujun Li, Zhenheng Tang et al.

ICML 2024arXiv:2406.02924
54
citations

SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models

Xudong LU, Aojun Zhou, Yuhui Xu et al.

ICML 2024arXiv:2405.16057
14
citations