Pareto Set Learning for Expensive Multi-Objective Optimization X Lin, Z Yang, X Zhang, Q Zhang NeurIPS 2022, 2022 | 50 | 2022 |
Hypervolume Maximization: A Geometric View of Pareto Set Learning X Zhang, X Lin, B Xue, Y Chen, Q Zhang NeurIPS 2023, 2023 | 13 | 2023 |
Panacea: Pareto Alignment via Preference Adaptation for LLMs Y Zhong*, C Ma*, X Zhang*, Z Yang, Q Zhang, S Qi, Y Yang NeurIPS 2024, 2024 | 9 | 2024 |
Evolutionary Pareto Set Learning with Structure Constraints X Lin, X Zhang, Z Yang, Q Zhang https://arxiv.org/abs/2310.20426, 2023 | 5 | 2023 |
Smooth Tchebycheff Scalarization for Multi-Objective Optimization X Lin, X Zhang, Z Yang, F Liu, Z Wang, Q Zhang ICML 2024, 2024 | 3 | 2024 |
Continuation Path Learning for Homotopy Optimization X Lin, Z Yang, X Zhang, Q Zhang ICML 2023, 2023 | 3 | 2023 |
PMGDA: A Preference-based Multiple Gradient Descent Algorithm X Zhang, X Lin, Q Zhang IEEE Transactions on Emerging Topics in Computational Intelligence, 2024 | 2 | 2024 |
UMOEA/D: A Multiobjective Evolutionary Algorithm for Uniform Pareto Objectives based on Decomposition X Zhang, X Lin, Z Yichi, Y Chen, Q Zhang NeurIPS 2024, 2024 | 1 | 2024 |
LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch X Zhang*, L Zhao*, Y Yu*, X Lin, Y Chen, H Zhao, Q Zhang NeurIPS 2024, 2024 | | 2024 |
Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization X Lin, Y Liu, X Zhang, F Liu, Z Wang, Q Zhang arXiv preprint arXiv:2405.19650, 2024 | | 2024 |