Efficient Computing

YOLO-ULM: Ultra-Lightweight Models for Real-Time Object Detection CVPR 2026 ZipMap: Linear-Time Stateful 3D Reconstruction via Test-Time Training CVPR 2026 ZOO-Prune: Training-Free Token Pruning via Zeroth-Order Gradient Estimation in Vision-Language Models CVPR 2026 500xCompressor: Generalized Prompt Compression for Large Language Models ACL 2025 A 0-Shot Self-Attention Mechanism for Accelerated Diagonal Attention WACV 2025 Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025 Accelerating Autoregressive Speech Synthesis Inference With Speech Speculative Decoding Interspeech 2025 Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review CoNLL 2025 Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction CVPR 2025 Accurate Sublayer Pruning for Large Language Models by Exploiting Latency and Tunability Information IJCAI 2025 A Computation-Efficient Method of Measuring Dataset Quality based on the Coverage of the Dataset AISTATS 2025 Adaptive Calibration: A Unified Conversion Framework of Spiking Neural Networks AAAI 2025 Adaptive Draft-Verification for Efficient Large Language Model Decoding AAAI 2025 Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models AAAI 2025 ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model AAAI 2025 ADO: Automatic Data Optimization for Inputs in LLM Prompts ACL 2025 Aerodynamic Coefficients Prediction via Cross-Attention Fusion and Physical-Informed Training AAAI 2025 Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification EMNLP 2025 AnchorAttention: Difference-Aware Sparse Attention with Stripe Granularity EMNLP 2025 An Effective Training Framework for Light-Weight Automatic Speech Recognition Models Interspeech 2025 An Efficient Hybrid Vision Transformer for TinyML Applications ICCV 2025 Answer Convergence as a Signal for Early Stopping in Reasoning EMNLP 2025 Approximate Bayesian Inference via Bitstring Representations UAI 2025 Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation AAAI 2025 A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression ACL 2025