Efficient Computing

FAST: Topology-Aware Frequency-Domain Distribution Matching for Coreset Selection CVPR 2026 Few-Step Diffusion Sampling Through Instance-Aware Discretizations CVPR 2026 FLARE: Fine-Grained Length-Aware Routing for Resource-Efficient Heterogeneous LLM Serving ACL 2026 FlashMesh: Faster and Better Autoregressive Mesh Synthesis via Structured Speculation CVPR 2026 FlexLLM: Token-Level Co-Serving of LLM Inference and Finetuning with SLO Guarantees NSDI 2026 FlowHN: Adaptive Token Routing for Efficient Parallel Hybrid Networks ACL 2026 FluxMem: Adaptive Hierarchical Memory for Streaming Video Understanding CVPR 2026 FocusUI: Efficient UI Grounding via Position-Preserving Visual Token Selection CVPR 2026 Forest Before Trees: Latent Superposition for Efficient Visual Reasoning ACL 2026 For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs ACL 2026 From 2:4 to 8:16 sparsity patterns in LLMs for Outliers and Weights with Variance Correction ACL 2026 From Inheritance to Saturation: Disentangling the Evolution of Visual Redundancy for Architecture-Aware MLLM Inference Acceleration ACL 2026 From Logical to Computational Sparsity: Structure-Aware Block-Sparse Attention for Long-Code Completion ACL 2026 Frozen LLMs are Native Decoders for High-Norm Semantic Vectors ACL 2026 Fuel Gauge: Estimating Chain-of-Thought Length Ahead of Time in Large Multimodal Models CVPR 2026 Gated Differentiable Working Memory for Long-Context Language Modeling ACL 2026 Gated KalmaNet: A Fading Memory Layer through Test-time Ridge Regression CVPR 2026 GaussianVision: Vision-Language Alignment from Compressed Image Representations using 2D Gaussian Splatting CVPR 2026 GeoGround: Uncertainty-Weighted Multi-Task Learning for Geo-Alignment and Address Defect Detection ACL 2026 Geometry-Guided 3D Visual Token Pruning for Video-Language Models CVPR 2026 GIFT: Global Irreplaceability Frame Targeting for Efficient Video Understanding CVPR 2026 Glyph: Scaling Context Windows via Visual-Text Compression ACL 2026 GMSA: Enhancing Context Compression via Group Merging and Layer Semantic Alignment ACL 2026 Gradient-Guided Multi-Judge Prompt Optimization ACL 2026 Grammar Search for Multi-Agent Systems ACL 2026