Multi-Objective Optimization

Few-for-Many Personalized Federated Learning CVPR 2026 POCA: Pareto-Optimal Curriculum Alignment for Visual Text Generation CVPR 2026 Provably Efficient Personalized Multi-Objective Bandits with Proactive Conversational Queries UAI 2026 Stochastic Dominance Driven First-Order Policy Optimization for Multi-Objective Reinforcement Learning UAI 2026 Think Before Writing: Feature-Level Multi-Objective Optimization for Generative Citation Visibility ACL 2026 4DGC: Rate-Aware 4D Gaussian Compression for Efficient Streamable Free-Viewpoint Video CVPR 2025 Auto-Weighted Group Relative Preference Optimization for Multi-Objective Text Generation Tasks EMNLP 2025 Balanced Adaptive Subspace Collaboration for Mixed Pareto-Lexicographic Multi-Objective Problems with Priority Levels AAAI 2025 Bandit Pareto Set Identification in a Multi-Output Linear Model AISTATS 2025 Bites of Tomorrow: Personalized Recommendations for a Healthier and Greener Plate AAAI 2025 COM-BOM: Bayesian Exemplar Search for Efficiently Exploring the Accuracy-Calibration Pareto Frontier EMNLP 2025 Constrained Multi-objective Bayesian Optimization through Optimistic Constraints Estimation AISTATS 2025 CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation AAAI 2025 Efficient Discovery of Pareto Front for Multi-Objective Reinforcement Learning ICLR 2025 ERFSL: An Efficient Reward Function Searcher via Large Language Models for Custom-Environment Multi-Objective Reinforcement Learning (Student Abstract) AAAI 2025 Expected Hypervolume Improvement Is a Particular Hypervolume Improvement AAAI 2025 Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models AAAI 2025 Fair and Efficient Completion of Indivisible Goods AAAI 2025 Fair Division with Social Impact AAAI 2025 Fast Contiguous Somatic Hypermutations for Single-Objective Optimisation and Multi-Objective Optimisation Via Decomposition AAAI 2025 Federated Communication-Efficient Multi-Objective Optimization AISTATS 2025 Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization ICLR 2025 GenAuction: A Generative Auction for Online Advertising AAAI 2025 Generative Flow Networks for Lead Optimization in Drug Design (Student Abstract) AAAI 2025 GPU-Accelerated Parallel Bilevel Optimization for Roubst 6G ISAC AAAI 2025