Efficient Computing

An Efficient Pruner for Large Language Model with Theoretical Guarantee ICML 2025 An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuning NAACL 2025 An Empirical Study of LLM Reasoning Ability Under Strict Output Length Constraint EMNLP 2025 An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025 A New Benchmark and Baseline for Real-Time High-Resolution Image Inpainting on Edge Devices WACV 2025 An Expressive and Self-Adaptive Dynamical System for Efficient Function Learning ICML 2025 Angular Dispersion Accelerates k-Nearest Neighbors Machine Translation EMNLP 2025 AniGrad: Anisotropic Gradient-Adaptive Sampling for 3D Reconstruction From Monocular Video CVPR 2025 An Inference Zoo for Real-Time Media Arts: Avendish as a Bridge Between AI and Creative Environments NeurIPS 2025 An Information-Theoretic Approach to Reducing Fertility in LLMs for Manipuri Machine Translation IJCNLP 2025 An Information-Theoretic Regularizer for Lossy Neural Image Compression ICCV 2025 A Novel Sparse Active Online Learning Framework for Fast and Accurate Streaming Anomaly Detection Over Data Streams IJCAI 2025 any4: Learned 4-bit Numeric Representation for LLMs ICML 2025 A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025 APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs ACL 2025 APE: Faster and Longer Context-Augmented Generation via Adaptive Parallel Encoding ICLR 2025 APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers CVPR 2025 A Pioneering Neural Network Method for Efficient and Robust Fuel Sloshing Simulation in Aircraft AAAI 2025 App2Exa: Accelerating Exact kNN Search via Dynamic Cache-Guided Approximation IJCAI 2025 Approximation to Smooth Functions by Low-Rank Swish Networks ICML 2025 A Proactive Reliability Metric for Detecting Failures in Language Model Training EMNLP 2025 A Quantum Circuit-Based Compression Perspective for Parameter-Efficient Learning ICLR 2025 Archaeology at TSAR 2025 Shared Task Teaching Small Models to do CEFR Simplifications EMNLP 2025 ArchiSet: Benchmarking Editable and Consistent Single-View 3D Reconstruction of Buildings with Specific Window-to-Wall Ratios ICCV 2025 A Regional-Level Resource-Saving Model for Winter Road Surface Snow Detection in Extreme Weathers WACV 2025