model pruning

BadWindtunnel: Defending Backdoor in High-noise Simulated Training with Confidence Variance ACL 2025 Beware of Calibration Data for Pruning Large Language Models ICLR 2025 CADP: Towards Better Centralized Learning for Decentralized Execution in MARL IJCAI 2025 Discovering Influential Neuron Path in Vision Transformers ICLR 2025 Diversifying the Expert Knowledge for Task-Agnostic Pruning in Sparse Mixture-of-Experts ACL 2025 DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization ACL 2025 Effective and Efficient One-pass Compression of Speech Foundation Models Using Sparsity-aware Self-pinching Gates Interspeech 2025 EfficientLLaVA: Generalizable Auto-Pruning for Large Vision-language Models CVPR 2025 Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments EMNLP 2025 Enhancing One-Shot Pruned Pre-trained Language Models through Sparse-Dense-Sparse Mechanism COLING 2025 Exploring Activation Patterns of Parameters in Language Models AAAI 2025 Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks AAAI 2025 FISTAPruner: Layer-wise Post-training Pruning for Large Language Models EMNLP 2025 FlexiGPT: Pruning and Extending Large Language Models with Low-Rank Weight Sharing NAACL 2025 Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles AAAI 2025 Fusing Pruned and Backdoored Models: Optimal Transport-based Data-free Backdoor Mitigation AAAI 2025 GAP: a Global Adaptive Pruning Method for Large Language Models EMNLP 2025 GliaNet: Adaptive Neural Network Structure Learning with Glia-Driven CVPR 2025 Hierarchical Safety Realignment: Lightweight Restoration of Safety in Pruned Large Vision-Language Models ACL 2025 ICP: Immediate Compensation Pruning for Mid-to-high Sparsity CVPR 2025 Importance-Guided Interpretability and Pruning for Video Transformers in Driver Action Recognition WACV 2025 Knowledge Distillation Method for Pruned RNN-T Models via Pruning Bounds Sharing and Losses Confusion Interspeech 2025 Less Is More? Examining Fairness in Pruned Large Language Models for Summarising Opinions EMNLP 2025 LLMs on a Budget? Say HOLA EMNLP 2025 LoRA Unlearns More and Retains More (Student Abstract) AAAI 2025