@article{efficientfirstorderoptimizationonthe,
  title = {Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance},
  author = {Lisha Chen and Quan Xiao and Ellen Hidemi Fukuda and Xinyi Chen and Kun Yuan and Tianyi Chen},
  year = {2025},
  eprint = {2504.02854},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2504.02854v1},
}