model pruning

2ndMatch: Finetuning Pruned Diffusion Models via Second-Order Jacobian Matching CVPR 2026 C-GNN-PRUNE: A Unified Graph-Based Framework for Structure-Aware Pruning of Mixture-of-Experts Models AAAI 2026 Collaborative Multi-Mode Pruning for Vision-Language Models CVPR 2026 Crash2DocAI: Automated Integration of Post-Crash Car Part Images into Technical Reports WACV 2026 D2 Prune: Sparsifying Large Language Models via Dual Taylor Expansion and Attention Distribution Awareness AAAI 2026 EfficientLLM: Unified Pruning-Aware Pretraining for Auto-Designed Compact Language Models ACL 2026 FastFLUX: Pruning FLUX with Block-wise Replacement and Sandwich Training AAAI 2026 From Lightweight CNNs to SpikeNets: Benchmarking Accuracy-Energy Tradeoffs with Pruned Spiking SqueezeNet WACV 2026 LaCo: Layer-wise Compensation for Pruned Large Language Models ACL 2026 Learning Differentiable Hierarchies in 3D Gaussian Splatting CVPR 2026 Mosaic Pruning: A Hierarchical Framework for Generalizable Pruning of Mixture-of-Experts Models AAAI 2026 MSCFL: Model Structure-Aware Clustered Federated Learning for System Heterogeneity and Data Drift AAAI 2026 PDTrim: Targeted Pruning for Prefill-Decode Disaggregation in Inference ACL 2026 Pruning Unsafe Tickets: A Resource-Efficient Framework for Safer and More Robust LLMs ACL 2026 Roots Beneath the Cut: Uncovering the Risk of Concept Revival in Pruning-Based Unlearning for Diffusion Models CVPR 2026 SEAP: Sparse Expert Activation Pruning Unlocks the Brainpower of Large Language Models AAAI 2026 Self-Adaptive Graph Mixture of Models AAAI 2026 Tailored ViT Slimming: Budget-Aware Multi-Dimensional Sparsity Regularization for Vision Transformers Pruning (Student Abstract) AAAI 2026 Theoretical Compression Bounds for Wide Multilayer Perceptrons COLT 2026 Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference ACL 2025 Adaptive Pruning of Pretrained Transformer via Differential Inclusions ICLR 2025 An Effective Training Framework for Light-Weight Automatic Speech Recognition Models Interspeech 2025 An Efficient Framework for Crediting Data Contributors of Diffusion Models ICLR 2025 As easy as PIE: understanding when pruning causes language models to disagree NAACL 2025 ATP: Adaptive Threshold Pruning for Efficient Data Encoding in Quantum Neural Networks CVPR 2025