Theo dõi
Xiaoyuan Zhang
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Pareto Set Learning for Expensive Multi-Objective Optimization
X Lin, Z Yang, X Zhang, Q Zhang
NeurIPS 2022, 2022
702022
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
242024
Hypervolume Maximization: A Geometric View of Pareto Set Learning
X Zhang, X Lin, B Xue, Y Chen, Q Zhang
NeurIPS 2023, 2023
212023
Smooth Tchebycheff Scalarization for Multi-Objective Optimization
X Lin, X Zhang, Z Yang, F Liu, Z Wang, Q Zhang
ICML 2024, 2024
152024
Continuation Path Learning for Homotopy Optimization
X Lin, Z Yang, X Zhang, Q Zhang
ICML 2023, 2023
92023
Evolutionary Pareto Set Learning with Structure Constraints
X Lin, X Zhang, Z Yang, Q Zhang
IEEE Transaction on Evolutionary Computation, 2025
72025
Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization
X Lin, Y Liu, X Zhang, F Liu, Z Wang, Q Zhang
ICLR, 2025
42025
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
22024
Gliding over the Pareto Front with Uniform Designs
X Zhang, G Li, X Lin, Z Yichi, Y Chen, Q Zhang
NeurIPS 2024, 2024
2*2024
Online Mirror Descent for Tchebycheff Scalarization in Multi-Objective Optimization
M Liu, X Zhang, C Xie, K Donahue, H Zhao
https://arxiv.org/pdf/2410.21764, 2024
12024
Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and Beyond
W Chen, X Zhang, L Baijiong*, L Xi, Z Han, Q Zhang, JK Kwok
https://arxiv.org/abs/2501.10945, 2025
2025
Multiple Trade-offs: An Improved Approach for Lexicographic Linear Bandits
B Xue, X Lin, X Zhang, Q Zhang
AAAI 2024, 2024
2024
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