Efficient Computing

Hetu v2: A General and Scalable Deep Learning System with Hierarchical and Heterogeneous Single Program Multiple Data Annotations OSDI 2026 HTTM: Head-wise Temporal Token Merging for Faster VGGT CVPR 2026 HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model Inference ACL 2026 Hybrid Token Compression for Vision-Language Models CVPR 2026 Hyperion: Private Token Sampling with Homomorphic Encryption ACL 2026 IAFMNet: Information-Aware Feature Modulation for Efficient Super-Resolution CVPR 2026 IF-Prune: Information-Flow Guided Token Pruning for Efficient Vision-Language Models CVPR 2026 Just-in-Time: Training-Free Spatial Acceleration for Diffusion Transformers CVPR 2026 LADR: Locality-Aware Dynamic Rescue for Efficient Text-to-Image Generation with Diffusion Large Language Models ACL 2026 LazyVAR: Accelerating Visual Autoregressive Models via Scale-wise Token Pruning and Parallel Group Decoding CVPR 2026 LEAP: Layer-wise Exit-Aware Pretraining for Efficient Transformer Inference ACL 2026 Learned Image Compression via Sparse Attention and Adaptive Frequency CVPR 2026 Learning Straight Flows: Variational Flow Matching for Efficient Generation CVPR 2026 LESA: Learnable Stage-Aware Predictors for Diffusion Model Acceleration CVPR 2026 LiDeRe: A Lightweight Readout for Fast and Data-Efficient Dense Prediction CVPR 2026 Linear-Time and Constant-Memory Text Embeddings Based on Recurrent Language Models ACL 2026 LinVideo: A Post-Training Framework towards O(n) Attention in Efficient Video Generation CVPR 2026 LiteVGGT: Boosting Vanilla VGGT via Geometry-aware Cached Token Merging CVPR 2026 Lizard: An Efficient Linearization Framework for Large Language Models ACL 2026 LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification ACL 2026 Mapping Networks CVPR 2026 MATCH: Modulating Attention via In-Context Retrieval for Long-Context Transformers ACL 2026 Merge3D: Efficient 3D Multimodal LLMs via Joint 2D-3D Token Merging CVPR 2026 Mitigating The Distribution Shift of Diffusion-based Dataset Distillation CVPR 2026 Mixture of Heterogeneous Grouped Experts for Language Modeling ACL 2026