structural pruning

Bypass Back-propagation: Optimization-based Structural Pruning for Large Language Models via Policy Gradient ACL 2025 MosaicDiff: Training-free Structural Pruning for Diffusion Model Acceleration Reflecting Pretraining Dynamics ICCV 2025 Numerical Pruning for Efficient Autoregressive Models AAAI 2025 PAT: Pruning-Aware Tuning for Large Language Models AAAI 2025 PruneSLU: Efficient On-device Spoken Language Understanding through Vocabulary and Structural Pruning Interspeech 2025 RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model NAACL 2025 DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models NeurIPS 2024 Jointly Training and Pruning CNNs via Learnable Agent Guidance and Alignment CVPR 2024 DepGraph: Towards Any Structural Pruning CVPR 2023 Global Vision Transformer Pruning With Hessian-Aware Saliency CVPR 2023 Integral Neural Networks CVPR 2023 LLM-Pruner: On the Structural Pruning of Large Language Models NeurIPS 2023 Memory-Oriented Structural Pruning for Efficient Image Restoration AAAI 2023 Structural Pruning via Latency-Saliency Knapsack NeurIPS 2022 When To Prune? A Policy Towards Early Structural Pruning CVPR 2022 Accelerated Sparse Neural Training: A Provable and Efficient Method to Find N:M Transposable Masks NeurIPS 2021 Discrete Model Compression With Resource Constraint for Deep Neural Networks CVPR 2020 Importance Estimation for Neural Network Pruning CVPR 2019 TETRIS: TilE-matching the TRemendous Irregular Sparsity NeurIPS 2018