Efficient Computing

Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based Tasks ACL 2025 STREAQ: Selective Tiered Routing for Effective and Affordable Contact Center Quality Assurance EMNLP 2025 Structural Pruning via Spatial-aware Information Redundancy for Semantic Segmentation AAAI 2025 Structure Balance and Gradient Matching-Based Signed Graph Condensation AAAI 2025 Structured Pruning for Diverse Best-of-N Reasoning Optimization ACL 2025 Structuring Radiology Reports: Challenging LLMs with Lightweight Models EMNLP 2025 Studying the Role of Input-Neighbor Overlap in Retrieval-Augmented Language Models Training Efficiency EMNLP 2025 StyleSRN: Scene Text Image Super-Resolution with Text Style Embedding ICCV 2025 StyleSSP: Sampling StartPoint Enhancement for Training-free Diffusion-based Method for Style Transfer CVPR 2025 SuBiTO: Synopsis-based Training Optimization for Continuous Real-Time Neural Learning over Big Streaming Data AAAI 2025 Subnet-Aware Dynamic Supernet Training for Neural Architecture Search CVPR 2025 Subobject-level Image Tokenization ICML 2025 Superfast Configuration-Space Convex Set Computation on GPUs for Online Motion Planning RSS 2025 SuperPC: A Single Diffusion Model for Point Cloud Completion, Upsampling, Denoising, and Colorization CVPR 2025 SuperServe: Fine-Grained Inference Serving for Unpredictable Workloads NSDI 2025 SURGEON: Memory-Adaptive Fully Test-Time Adaptation via Dynamic Activation Sparsity CVPR 2025 Surrogate Prompt Learning: Towards Efficient and Diverse Prompt Learning for Vision-Language Models ICML 2025 Sustainable Wearables for Health Applications and Beyond via Uncertainty-Aware Energy Management IJCAI 2025 SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression ICLR 2025 SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models ICLR 2025 SWAN: An Efficient and Scalable Approach for Long-Context Language Modeling EMNLP 2025 SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains? ICLR 2025 SWE-Dev: Building Software Engineering Agents with Training and Inference Scaling ACL 2025 SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution ACL 2025 Swift4D: Adaptive divide-and-conquer Gaussian Splatting for compact and efficient reconstruction of dynamic scene ICLR 2025