Efficient Computing

Efficient Context Selection for Long-Context QA: No Tuning, No Iteration, Just Adaptive‐k EMNLP 2025 Efficient Core-set Selection for Deep Learning Through Squared Loss Minimization ICML 2025 Efficient Data Driven Mixture-of-Expert Extraction from Trained Networks CVPR 2025 Efficient Data Labeling by Hierarchical Crowdsourcing with Large Language Models COLING 2025 Efficient Depth Estimation for Unstable Stereo Camera Systems on AR Glasses CVPR 2025 Efficient Diffusion as Low Light Enhancer CVPR 2025 Efficient Environmental Claim Detection with Hyperbolic Graph Neural Networks IJCNLP 2025 Efficient Evaluation of Multi-Task Robot Policies With Active Experiment Selection CoRL 2025 Efficient Event Camera Data Pretraining with Adaptive Prompt Fusion ICCV 2025 Efficient Evolutionary Search Over Chemical Space with Large Language Models ICLR 2025 Efficient Federated Incomplete Multi-View Clustering ICML 2025 Efficient Federated Learning via Clients-to-Server Knowledge Distillation (Student Abstract) AAAI 2025 Efficient Fine-Tuning of Large Models via Nested Low-Rank Adaptation ICCV 2025 Efficient Generative Modeling with Residual Vector Quantization-Based Tokens ICML 2025 Efficient Graph Continual Learning via Lightweight Graph Neural Tangent Kernels-based Dataset Distillation ICML 2025 Efficient Image-to-Image Diffusion Classifier for Adversarial Robustness AAAI 2025 Efficient Inference for Large Language Models –Algorithm, Model, and System EMNLP 2025 Efficient Learning with Sine-Activated Low-Rank Matrices ICLR 2025 Efficient Length-Generalizable Attention via Causal Retrieval for Long-Context Language Modeling ICML 2025 Efficient LiDAR Reflectance Compression via Scanning Serialization ICML 2025 EfficientLLaVA: Generalizable Auto-Pruning for Large Vision-language Models CVPR 2025 Efficient Logit-based Knowledge Distillation of Deep Spiking Neural Networks for Full-Range Timestep Deployment ICML 2025 Efficient Long Context Fine-tuning with Chunk Flow ICML 2025 Efficient Long Context Language Model Retrieval with Compression ACL 2025 Efficient Low-Bit Quantization with Adaptive Scales for Multi-Task Co-Training ICLR 2025