model compression

YuLan-Mini: Pushing the Limits of Open Data-efficient Language Model ACL 2025 Zero-shot Quantization: A Comprehensive Survey IJCAI 2025 Zeroth-Order Fine-Tuning of LLMs with Transferable Static Sparsity ICLR 2025 zFLoRA: Zero-Latency Fused Low-Rank Adapters EMNLP 2025 ZigZagKV: Dynamic KV Cache Compression for Long-context Modeling based on Layer Uncertainty COLING 2025 ZJUKLAB at SemEval-2025 Task 4: Unlearning via Model Merging. SemEval 2025 Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design NeurIPS 2024 Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild NeurIPS 2024 2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution NeurIPS 2024 3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability NeurIPS 2024 Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models ICLR 2024 A Comprehensive Evaluation of Quantization Strategies for Large Language Models ACL 2024 Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space ACL 2024 ACRF: Compressing Explicit Neural Radiance Fields via Attribute Compression ICLR 2024 Activation Map Compression through Tensor Decomposition for Deep Learning NeurIPS 2024 AdaBM: On-the-Fly Adaptive Bit Mapping for Image Super-Resolution CVPR 2024 AdaMoE: Token-Adaptive Routing with Null Experts for Mixture-of-Experts Language Models EMNLP 2024 Adaptive Compression in Federated Learning via Side Information AISTATS 2024 Adaptive Deep Neural Network Inference Optimization With EENet WACV 2024 Adaptive Depth Networks with Skippable Sub-Paths NeurIPS 2024 Adaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization EMNLP 2024 Adaptive Layer Sparsity for Large Language Models via Activation Correlation Assessment NeurIPS 2024 Adaptive Rank Selections for Low-Rank Approximation of Language Models NAACL 2024 Adversarial Distillation Based on Slack Matching and Attribution Region Alignment CVPR 2024 AffineQuant: Affine Transformation Quantization for Large Language Models ICLR 2024