Optimization

Efficient Robustness Evaluation via Constraint Relaxation AAAI 2025 Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling ACL 2025 Efficient Skill Discovery via Regret-Aware Optimization ICML 2025 Efficient stagewise pretraining via progressive subnetworks ICLR 2025 Efficient Top-m Data Values Identification for Data Selection ICLR 2025 Efficient Training of Neural Fractional-Order Differential Equation via Adjoint Backpropagation AAAI 2025 EFSkip: A New Error Feedback with Linear Speedup for Compressed Federated Learning with Arbitrary Data Heterogeneity AAAI 2025 EG-ENAS: Efficient and Generalizable Evolutionary Neural Architecture Search for Image Classification AutoML 2025 EGPlace: An Efficient Macro Placement Method via Evolutionary Search with Greedy Repositioning Guided Mutation ICML 2025 Eigenspectrum Analysis of Neural Networks without Aspect Ratio Bias ICML 2025 Eliminating Majority Illusion Is Easy AAAI 2025 Elliptic Loss Regularization ICLR 2025 Elucidating Optimal Reward-Diversity Tradeoffs in Text-to-Image Diffusion Models WACV 2025 Elucidating the Preconditioning in Consistency Distillation ICLR 2025 Embedding-Converter: A Unified Framework for Cross-Model Embedding Transformation ACL 2025 EMControl: Adding Conditional Control to Text-to-Image Diffusion Models via Expectation-Maximization AAAI 2025 Emerging Advances in Learned Video Compression: Models, Systems and Beyond IJCAI 2025 Empirical Evaluation of Loss Masking to Selectively Prevent Memorization ACL 2025 Empirical Privacy Variance ICML 2025 Empowering Quantum Serverless Circuit Deployment Optimization via Graph Contrastive Learning and Learning-to-Rank Co-designed Approaches IJCAI 2025 Enabling Optimal Decisions in Rehearsal Learning under CARE Condition ICML 2025 Enabling Realtime Reinforcement Learning at Scale with Staggered Asynchronous Inference ICLR 2025 Enabling Silent Telemetry Data Transmission with InvisiFlow NSDI 2025 End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation EMNLP 2025 Energy-Based Preference Model Offers Better Offline Alignment than the Bradley-Terry Preference Model ICML 2025