Optimization

Reinforced In-Context Black-Box Optimization IJCAI 2025 Reinforced Lifelong Editing for Language Models ICML 2025 Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks EMNLP 2025 Reinforcement Learning for Hybrid Charging Stations Planning and Operation Considering Fixed and Mobile Chargers IJCAI 2025 Reinforcement Learning for Quantum Control under Physical Constraints ICML 2025 Reinforcement learning with combinatorial actions for coupled restless bandits ICLR 2025 Reinforcement Learning with Random Time Horizons ICML 2025 Relation-Augmented Dueling Bayesian Optimization via Preference Propagation IJCAI 2025 Relaxed Gaussian Process Interpolation: a Goal-Oriented Approach to Bayesian Optimization JMLR 2025 Reliability Crisis of Reference-free Metrics for Grammatical Error Correction EMNLP 2025 Reliable and Efficient Amortized Model-based Evaluation ICML 2025 RENO: Real-Time Neural Compression for 3D LiDAR Point Clouds CVPR 2025 REPARO: Compositional 3D Assets Generation with Differentiable 3D Layout Alignment ICCV 2025 RepLoRA: Reparameterizing Low-rank Adaptation via the Perspective of Mixture of Experts ICML 2025 Rep-MTL: Unleashing the Power of Representation-level Task Saliency for Multi-Task Learning ICCV 2025 ResFormer: All-Time Reservoir Memory for Long Sequence Classification EMNLP 2025 Residual Kernel Policy Network: Enhancing Stability and Robustness in RKHS-Based Reinforcement Learning ICLR 2025 Residual Neural Terminal Constraint for MPC-based Collision Avoidance in Dynamic Environments CoRL 2025 ResQ: A Novel Framework to Implement Residual Neural Networks on Analog Rydberg Atom Quantum Computers ICCV 2025 Restructuring Vector Quantization with the Rotation Trick ICLR 2025 Rethinking Data Selection at Scale: Random Selection is Almost All You Need EMNLP 2025 Rethinking DPO-style Diffusion Aligning Frameworks ICCV 2025 Rethinking DPO: The Role of Rejected Responses in Preference Misalignment EMNLP 2025 Rethinking KenLM: Good and Bad Model Ensembles for Efficient Text Quality Filtering in Large Web Corpora ACL 2025 Rethinking Long Context Generation from the Continual Learning Perspective COLING 2025