Efficient Computing

Reviving ConvNeXt for Efficient Convolutional Diffusion Models CVPR 2026 RoBSA: RoPE-based Blockwise Sparse Multi-head Latent Attention ACL 2026 RouteMoA: Dynamic Routing without Pre-Inference Boosts Efficient Mixture-of-Agents ACL 2026 Sampling-Aware Quantization for Diffusion Models CVPR 2026 Scaling Parallel Sequence Models to Vision Foundation Models CVPR 2026 SeaCache: Spectral-Evolution-Aware Cache for Accelerating Diffusion Models CVPR 2026 See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs ACL 2026 SegMo: Co-Designing Content-Aware Sparsity and Locally-Cohesive Segment Parallelism for Efficient VLM Inference CVPR 2026 Semantically Comprehensive Token Pruning in LVLMs via Maximizing Concept Coverage ACL 2026 SenCache: Accelerating Diffusion Model Inference via Sensitivity-Aware Caching CVPR 2026 Sherry: Hardware-Efficient 1.25-Bit Ternary Quantization via Fine-grained Sparsification ACL 2026 ShiftLUT: Spatial Shift Enhanced Look-Up Tables for Efficient Image Restoration CVPR 2026 Single-Pass, Depth-Selective Reading for Multi-Aspect Sentiment Analysis ACL 2026 SJD-PAC: Accelerating Speculative Jacobi Decoding via Proactive Drafting and Adaptive Continuation CVPR 2026 SparVAR: Exploring Sparsity in Visual AutoRegressive Modeling for Training-Free Acceleration CVPR 2026 SpiderFlow: Efficient Topology-Aware Scheduling for LLM Training Across Decentralized GPU Clusters ACL 2026 SpotEdit: Selective Region Editing in Diffusion Transformers CVPR 2026 SSM-Aware Token-Efficient VMamba via Adaptive Patch Pruning and Merging for Person Re-Identification CVPR 2026 SToRe3D: Sparse Token Relevance in ViTs for Efficient Multi-View 3D Object Detection CVPR 2026 Syncopate: Efficient Multi-GPU AI Kernels via Automatic Chunk-Centric Compute-Communication Overlap OSDI 2026 TAP: A Token-Adaptive Predictor Framework for Training-Free Diffusion Acceleration CVPR 2026 TARE: Lightweight Token-Aware Representation Editing for Fine-tuning Transformer-like Models ACL 2026 TaskIT: Memory-Efficient Fine-Tuning of Multi-LoRA LLMs via Cross-Task Importance Transfer CVPR 2026 TC-Pade: Trajectory-Consistent Pade Approximation for Diffusion Acceleration CVPR 2026 Teacher-Guided Routing for Sparse Vision Mixture-of-Experts CVPR 2026