Machine Learning

Efficient Bisection Projection to Ensure Neural-Network Solution Feasibility for Optimization over General Set ICML 2025 Efficient but Vulnerable: Benchmarking and Defending LLM Batch Prompting Attack ACL 2025 Efficient Causal Decision Making with One-sided Feedback ICLR 2025 Efficient Compositional Multi-tasking for On-device Large Language Models EMNLP 2025 Efficient Concertormer for Image Deblurring and Beyond ICCV 2025 Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss Function AAAI 2025 Efficient Constraint-based Window Causal Graph Discovery in Time Series with Multiple Time Lags IJCAI 2025 Efficient Context-Limited Telescope Bibliography Classification for the WASP-2025 Shared Task Using SciBERT AACL 2025 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 Counterexample-Guided Fairness Verification and Repair of Neural Networks Using Satisfiability Modulo Convex Programming IJCAI 2025 EfficientCrackNet: A Lightweight Model for Crack Segmentation WACV 2025 Efficient Cross-Episode Meta-RL ICLR 2025 Efficient Cross-modal Prompt Learning with Semantic Enhancement for Domain-robust Fake News Detection COLING 2025 Efficient Curvature-Aware Hypergradient Approximation for Bilevel Optimization 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 Decoding Methods for Language Models on Encrypted Data IJCNLP 2025 Efficient Deformable Convolutional Prompt for Continual Test-Time Adaptation in Medical Image Segmentation AAAI 2025 Efficient Depth Estimation for Unstable Stereo Camera Systems on AR Glasses CVPR 2025 Efficient Dictionary Learning with Switch Sparse Autoencoders ICLR 2025 Efficient Differentiable Approximation of Generalized Low-rank Regularization IJCAI 2025 Efficient Diffusion as Low Light Enhancer CVPR 2025 Efficient Discovery of Pareto Front for Multi-Objective Reinforcement Learning ICLR 2025 Efficient Distributed Optimization under Heavy-Tailed Noise ICML 2025