Efficient Computing

Scaling LLM Speculative Decoding: Non-Autoregressive Forecasting in Large-Batch Scenarios AAAI 2026 Scan Clusters, Not Pixels: A Cluster-Centric Paradigm for Efficient Ultra-high-definition Image Restoration CVPR 2026 SCoPE VLM: Selective Context Processing for Efficient Document Navigation in Vision-Language Models EACL 2026 ScoreNet: Netting Lightweight Quality Scores for Better Visual Assessment with Large Multi-Modality Models WACV 2026 SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization WACV 2026 SDE-HARL: Scalable Distributed Policy Execution for Heterogeneous-Agent Reinforcement Learning AAAI 2026 SEAP: Sparse Expert Activation Pruning Unlocks the Brainpower of Large Language Models AAAI 2026 See More, Store Less: Memory-Efficient Resolution for Video Moment Retrieval EACL 2026 Self-Indexing KVCache: Predicting Sparse Attention from Compressed Keys AAAI 2026 Semantic Document Derendering: SVG Reconstruction via Vision-Language Modeling AAAI 2026 SemanticNN: Compressive and Error-Resilient Semantic Offloading for Extremely Weak Devices AAAI 2026 SemanticVLA: Semantic-Aligned Sparsification and Enhancement for Efficient Robotic Manipulation AAAI 2026 SEMIROUTER: Sparse-Data Enhanced Routing for Adaptive Multi-LLM System EACL 2026 SepPrune: Structured Pruning for Efficient Deep Speech Separation AAAI 2026 SeqFeedNet: Sequential Feature Feedback Network for Background Subtraction WACV 2026 Sequence Repetition Enhances Token Embeddings and Improves Sequence Labeling with Decoder-only Language Models EACL 2026 Share Your Attention: Transformer Weight Sharing via Matrix-based Dictionary Learning AAAI 2026 Sharp Eyes and Memory for VideoLLMs: Information-Aware Visual Token Pruning for Efficient and Reliable VideoLLM Reasoning AAAI 2026 SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements AAAI 2026 Sliding-Window Merging for Compacting Patch-Redundant Layers in LLMs AAAI 2026 SlimInfer: Accelerating Long-Context LLM Inference via Dynamic Token Pruning AAAI 2026 Small but Mighty: Dynamic Wavelet Expert-Guided Fine-Tuning of Large-Scale Models for Optical Remote Sensing Object Segmentation AAAI 2026 SmartEyes: Plug-and-Play Event Detection for Retail Loss Prevention AAAI 2026 Smart Replay: Adaptive Scheduling of Memory Rehearsal for Computational Resource-Aware Incremental Learning CVPR 2026 SMIDT: High-Performance Inference Framework for MoE Models with Dynamic Top-K Routing AAAI 2026