Efficient Computing

One-for-All Pruning: A Universal Model for Customized Compression of Large Language Models ACL 2025 One Leaf Reveals the Season: Occlusion-Based Contrastive Learning with Semantic-Aware Views for Efficient Visual Representation ICML 2025 One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments ACL 2025 One-Shot Heterogeneous Federated Learning with Local Model-Guided Diffusion Models ICML 2025 One-Step Diffusion Policy: Fast Visuomotor Policies via Diffusion Distillation ICML 2025 One-Step Event-Driven High-Speed Autofocus CVPR 2025 On Exact Bit-level Reversible Transformers Without Changing Architecture ICML 2025 On Expressive Power of Looped Transformers: Theoretical Analysis and Enhancement via Timestep Encoding ICML 2025 Online Task-Free Continual Learning via Dynamic Expansionable Memory Distribution CVPR 2025 On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems AAAI 2025 On Probabilistic Truncation in Privacy-preserving Machine Learning AAAI 2025 On Pruning State-Space LLMs EMNLP 2025 On-the-Fly Adaptive Distillation of Transformer to Dual-State Linear Attention for Long-Context LLM Serving ICML 2025 On the Impacts of Contexts on Repository-Level Code Generation NAACL 2025 On the Robustness of Agentic Function Calling NAACL 2025 OpenIAI-SNIO: A Systematic AR-Based Assembly Guidance System for Small-Scale, High-Density Industrial Components IJCAI 2025 OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework EMNLP 2025 OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning ICCV 2025 Operational Advice for Dense and Sparse Retrievers: HNSW, Flat, or Inverted Indexes? ACL 2025 Operationalizing AI for Good: Spotlight on Deployment and Integration of AI Models in Humanitarian Work ACL 2025 OptiBench Meets ReSocratic: Measure and Improve LLMs for Optimization Modeling ICLR 2025 Optimization before Evaluation: Evaluation with Unoptimized Prompts Can be Misleading ACL 2025 Optimized Multi-Token Joint Decoding With Auxiliary Model for LLM Inference ICLR 2025 Optimizing Large Language Model Training Using FP4 Quantization ICML 2025 Optimizing Personalized Federated Learning Through Adaptive Layer-Wise Learning IJCAI 2025