model compression

Heterogeneous Complementary Distillation AAAI 2026 HierarchicalPrune: Position-Aware Compression for Large-Scale Diffusion Models AAAI 2026 HiPrune: Training-Free Visual Token Pruning via Hierarchical Attention in Vision-Language Models (Student Abstract) AAAI 2026 HiSVD: Principled Low-Rank Approximation of LLMs via Hierarchical Modeling of Information Capacity and Spectral Structure ACL 2026 Improving Generalization in LLM Structured Pruning via Function-Aware Neuron Grouping AAAI 2026 Infinity-MoE: Generalizing Mixture of Experts to Infinite Experts EACL 2026 InfoQ: Mixed-Precision Quantization via Global Information Flow AAAI 2026 Iterative Structured Pruning for Large Language Models with Multi-Domain Calibration EACL 2026 JW-SVD: Bridging the Cross-Modal Mismatch in Post-Training MLLM Compression ACL 2026 KV Pareto: Systems-Level Optimization of KV Cache and Model Compression for Long Context Inference EACL 2026 LampQ: Towards Accurate Layer-wise Mixed Precision Quantization for Vision Transformers AAAI 2026 Language Model Distillation: A Temporal Difference Imitation Learning Perspective AAAI 2026 LAS: Loss-less ANN-SNN Conversion for Fully Spike-Driven Large Language Models AAAI 2026 LatentLLM: Activation-Aware Transform to Multi-Head Latent Attention AAAI 2026 Layered 4D-Rotor Gaussian Splatting: A Compressed Representation for Long Dynamic Scenes CVPR 2026 Layer-Wise High-Impact Parameter Ratio Optimization in Post-Training Quantization for Large Language Models ACL 2026 Learnable Permutation for Structured Sparsity on Transformer Models AAAI 2026 Lethe: Layer- and Time-Adaptive KV Cache Pruning for Reasoning-Intensive LLM Serving AAAI 2026 LIFT and PLACE: A Simple, Stable, and Effective Knowledge Distillation Framework for Lightweight Diffusion Models CVPR 2026 LLMC+: Benchmarking Vision-Language Model Compression with a plug-and-play Toolkit AAAI 2026 Logit-Margin Repulsion for Backdoor Defense CVPR 2026 Logits-Based Block Pruning with Affine Transformations for Large Language Models EACL 2026 LooC: Effective Low-Dimensional Codebook for Compositional Vector Quantization WACV 2026 Making Large Language Models Efficient Dense Retrievers ACL 2026 Masking Teacher and Reinforcing Student for Distilling Vision-Language Models CVPR 2026