multi-objective optimization

Multi-Objective Molecular Design Through Learning Latent Pareto Set AAAI 2025 Multi-Objective Neural Bandits with Random Scalarization IJCAI 2025 Multi Objective Quantile Based Reinforcement Learning for Modern Urban Planning IJCAI 2025 Multiple Trade-offs: An Improved Approach for Lexicographic Linear Bandits AAAI 2025 Multiple Wasserstein Gradient Descent Algorithm for Multi-Objective Distributional Optimization UAI 2025 Multi-Surrogate-Objective Optimization for Neural Topic Models EMNLP 2025 Neural Multi-Objective Combinatorial Optimization via Graph-Image Multimodal Fusion ICLR 2025 OMS: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via LLM Agent EMNLP 2025 One Planner To Guide Them All ! Learning Adaptive Conversational Planners for Goal-oriented Dialogues EMNLP 2025 Online Iterative Self-Alignment for Radiology Report Generation ACL 2025 Optimize Battery Control: A Multi-Objective Evolutionary Ensemble Reinforcement Learning Approach IJCAI 2025 Pareto Continual Learning: Preference-Conditioned Learning and Adaption for Dynamic Stability-Plasticity Trade-off AAAI 2025 ParetoFlow: Guided Flows in Multi-Objective Optimization ICLR 2025 Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences ICLR 2025 Pareto Merging: Multi-Objective Optimization for Preference-Aware Model Merging ICML 2025 Pareto Prompt Optimization ICLR 2025 Pareto Set Identification With Posterior Sampling AISTATS 2025 POI Recommendation via Multi-Objective Adversarial Imitation Learning AAAI 2025 Preference Controllable Reinforcement Learning with Advanced Multi-Objective Optimization ICML 2025 Preference Elicitation for Multi-objective Combinatorial Optimization with Active Learning and Maximum Likelihood Estimation IJCAI 2025 Proven Approximation Guarantees in Multi-Objective Optimization: SPEA2 Beats NSGA-II IJCAI 2025 PSMGD: Periodic Stochastic Multi-Gradient Descent for Fast Multi-Objective Optimization AAAI 2025 qPOTS: Efficient Batch Multiobjective Bayesian Optimization via Pareto Optimal Thompson Sampling AISTATS 2025 Radiology Report Generation via Multi-objective Preference Optimization AAAI 2025 Robust Multi-Objective Preference Alignment with Online DPO AAAI 2025