Efficient Computing

QuEPT: Quantized Elastic Precision Transformers with One-Shot Calibration for Multi-Bit Switching AAAI 2026 QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension AAAI 2026 R²D-LPCC: Relevance-Ranking Guided Region-Adaptive Dynamic LiDAR Point Cloud Compression AAAI 2026 RAA: Achieving Interactive Remove/Add Anything via Fully Synthetic Data AAAI 2026 RatioSketch: Towards More Accurate Frequency Estimation in Data Streams via a Lightweight Neural Network AAAI 2026 REACTION: Parameter-Efficient Learning for Recommendation AAAI 2026 Real-Time Spoken Instruction Following and Translation in Ugandan Languages EACL 2026 Re-architecting Personalized Federated Learning for Demanding Edge Environments AAAI 2026 Rectification Reimagined: A Unified Mamba Model for Image Correction and Rectangling with Prompts AAAI 2026 Redundant Queries in DETR-Based 3D Detection Methods: Unnecessary and Prunable AAAI 2026 RefiDiff: Progressive Refinement Diffusion for Efficient Missing Data Imputation AAAI 2026 RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers AAAI 2026 ReLUPruner: Rethinking ReLU Importance with Taylor Expansion for Efficient Private Inference AAAI 2026 Res-Bench: Benchmarking the Robustness of Multimodal Large Language Models to Dynamic Resolution Input AAAI 2026 Resource Efficient Sleep Staging via Multi-Level Masking and Prompt Learning AAAI 2026 RetFormer: Multimodal Retrieval for Enhancing Image Recognition CVPR 2026 Rethinking Dataset Distillation: Hard Truths about Soft Labels CVPR 2026 Rethinking Latent Variable in Learned Image Compression WACV 2026 Rethinking Visual Token Reduction in LVLMs Under Cross-Modal Misalignment AAAI 2026 RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection AAAI 2026 SaccadeX: Directed Acyclic Graph-based Semi-Supervised Learning of Continuous Ocular Dynamics from Sparse Neuromorphic Streams WACV 2026 SAMCL: Empowering SAM to Continually Learn from Dynamic Domains with Extreme Storage Efficiency AAAI 2026 Say More with Less: Variable-Frame-Rate Speech Tokenization via Adaptive Clustering and Implicit Duration Coding AAAI 2026 Scalable and Efficient Large-Scale Log Analysis with LLMs: An IT Software Support Case Study AAAI 2026 Scaling Law for Large Wireless Models AAAI 2026