Pareto Set Learning for Expensive Multi-Objective Optimization X Lin, Z Yang, X Zhang, Q Zhang NeurIPS 2022, 2022 | 36 | 2022 |
Hypervolume Maximization: A Geometric View of Pareto Set Learning X Zhang, X Lin, B Xue, Y Chen, Q Zhang NeurIPS 2023, 2023 | 6 | 2023 |
Panacea: Pareto Alignment via Preference Adaptation for LLMs Y Zhong*, C Ma*, X Zhang*, Z Yang, Q Zhang, S Qi, Y Yang https://arxiv.org/abs/2402.02030, 2024 | 5 | 2024 |
Continuation Path Learning for Homotopy Optimization X Lin, Z Yang, X Zhang, Q Zhang ICML 2023, 2023 | 2 | 2023 |
Smooth Tchebycheff Scalarization for Multi-Objective Optimization X Lin, X Zhang, Z Yang, F Liu, Z Wang, Q Zhang ICML 2024, 2024 | 1 | 2024 |
Evolutionary Pareto Set Learning with Structure Constraints X Lin, X Zhang, Z Yang, Q Zhang https://arxiv.org/abs/2310.20426, 2023 | 1 | 2023 |
UMOEA/D: A Multiobjective Evolutionary Algorithm for Uniform Pareto Objectives based on Decomposition X Zhang, X Lin, Z Yichi, Y Chen, Q Zhang http://arxiv.org/abs/2402.09486, 2024 | | 2024 |
PMGDA: A Preference-based Multiple Gradient Descent Algorithm X Zhang, X Lin, Q Zhang http://arxiv.org/abs/2402.09492, 2024 | | 2024 |
Moon: A Standardized/Flexible Framework for MultiObjective OptimizatioN X Zhang, J Cheng, L Zhao, S Lai, C Gong, W Liao, L Chen, X Lin, ... | | 2024 |