neuron pruning

Mitigating Copy Bias in In-Context Learning through Neuron Pruning EACL 2026 ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning ICLR 2025 CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models ICML 2025 Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models ACL 2025 Neuroplastic Expansion in Deep Reinforcement Learning ICLR 2025 Safety Alignment via Constrained Knowledge Unlearning ACL 2025 Backdoor Defense via Test-Time Detecting and Repairing CVPR 2024 Large Language Models Relearn Removed Concepts ACL 2024 Learn To be Efficient: Build Structured Sparsity in Large Language Models NeurIPS 2024 Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment EMNLP 2024 Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework ICLR 2024 Optimal Parameter and Neuron Pruning for Out-of-Distribution Detection NeurIPS 2023 Reconstructive Neuron Pruning for Backdoor Defense ICML 2023 Task-specific Compression for Multi-task Language Models using Attribution-based Pruning EACL 2023 Linearity Grafting: Relaxed Neuron Pruning Helps Certifiable Robustness ICML 2022 Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve NeurIPS 2022 Analyzing Redundancy in Pretrained Transformer Models EMNLP 2020 A Layer Decomposition-Recomposition Framework for Neuron Pruning towards Accurate Lightweight Networks AAAI 2019 Compressing Neural Networks using the Variational Information Bottleneck ICML 2018 Efficient DNN Neuron Pruning by Minimizing Layer-wise Nonlinear Reconstruction Error IJCAI 2018