Efficient Computing

Weave: Efficient and Expressive Oblivious Analytics at Scale OSDI 2025 Web Artifact Attacks Disrupt Vision Language Models ICCV 2025 WeGeFT: Weight-Generative Fine-Tuning for Multi-Faceted Efficient Adaptation of Large Models ICML 2025 Weighted Multi-Prompt Learning with Description-free Large Language Model Distillation ICLR 2025 Weight matrices compression based on PDB model in deep neural networks ICML 2025 WHALE-FL: Wireless and Heterogeneity Aware Latency Efficient Federated Learning over Mobile Devices via Adaptive Subnetwork Scheduling AAAI 2025 What to Distill? Fast Knowledge Distillation with Adaptive Sampling ICCV 2025 When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration ICML 2025 When Every Millisecond Counts: Real-Time Anomaly Detection via the Multimodal Asynchronous Hybrid Network ICML 2025 When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual LLMs EMNLP 2025 When P4 Meets Run-to-completion Architecture NSDI 2025 When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs EMNLP 2025 Where and How to Enhance: Discovering Bit-Width Contribution for Mixed Precision Quantization IJCAI 2025 Which Retain Set Matters for LLM Unlearning? A Case Study on Entity Unlearning ACL 2025 Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers WACV 2025 WiGNet: Windowed Vision Graph Neural Network WACV 2025 WINS: Winograd Structured Pruning for Fast Winograd Convolution ICCV 2025 WISE: A Framework for Gigapixel Whole-Slide-Image Lossless Compression CVPR 2025 WLB-LLM: Workload-Balanced 4D Parallelism for Large Language Model Training OSDI 2025 WonderWorld: Interactive 3D Scene Generation from a Single Image CVPR 2025 Word Salad Chopper: Reasoning Models Waste A Ton Of Decoding Budget On Useless Repetitions, Self-Knowingly EMNLP 2025 W-PCA Based Gradient-Free Proxy for Efficient Search of Lightweight Language Models ICLR 2025 WST: Wavelet-Based Multi-scale Tuning for Visual Transfer Learning AAAI 2025 XAttention: Block Sparse Attention with Antidiagonal Scoring ICML 2025 XCotton: Advancing AI-Enabled Hardware/Software Integrated System for Foreign Fiber Cleaning AAAI 2025