Zhang, Xiaoyuan

15 publications

AAAI 2025 Differentiable Information Enhanced Model-Based Reinforcement Learning Xiaoyuan Zhang, Xinyan Cai, Bo Liu, Weidong Huang, Song-Chun Zhu, Siyuan Qi, Yaodong Yang

ICLR 2025 Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization Xi Lin, Yilu Liu, Xiaoyuan Zhang, Fei Liu, Zhenkun Wang, Qingfu Zhang

ICML 2025 Multiobjective Distribution Matching Xiaoyuan Zhang, Peijie Li, Yingying Yu, Yichi Zhang, Han Zhao, Qingfu Zhang

AAAI 2025 Multiple Trade-Offs: An Improved Approach for Lexicographic Linear Bandits Bo Xue, Xi Lin, Xiaoyuan Zhang, Qingfu Zhang

NeurIPS 2025 Social World Model-Augmented Mechanism Design Policy Learning Xiaoyuan Zhang, Yizhe Huang, Chengdong Ma, Zhixun Chen, Long Ma, Yali Du, Song-Chun Zhu, Yaodong Yang, Xue Feng

NeurIPS 2025 World Models Should Prioritize the Unification of Physical and Social Dynamics Xiaoyuan Zhang, Chengdong Ma, Yizhe Huang, Weidong Huang, Siyuan Qi, Song-Chun Zhu, Xue Feng, Yaodong Yang

ICLR 2024 CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents Siyuan Qi, Shuo Chen, Yexin Li, Xiangyu Kong, Junqi Wang, Bangcheng Yang, Pring Wong, Yifan Zhong, Xiaoyuan Zhang, Zhaowei Zhang, Nian Liu, Yaodong Yang, Song-Chun Zhu

NeurIPS 2024 Gliding over the Pareto Front with Uniform Designs Xiaoyuan Zhang, Genghui Li, Xi Lin, Yichi Zhang, Yifan Chen, Qingfu Zhang

NeurIPS 2024 LibMOON: A Gradient-Based MultiObjective OptimizatioN Library in PyTorch Xiaoyuan Zhang, Liang Zhao, Yingying Yu, Xi Lin, Yifan Chen, Han Zhao, Qingfu Zhang

IJCAI 2024 Off-Agent Trust Region Policy Optimization Ruiqing Chen, Xiaoyuan Zhang, Yali Du, Yifan Zhong, Zheng Tian, Fanglei Sun, Yaodong Yang

NeurIPS 2024 Panacea: Pareto Alignment via Preference Adaptation for LLMs Yifan Zhong, Chengdong Ma, Xiaoyuan Zhang, Ziran Yang, Haojun Chen, Qingfu Zhang, Siyuan Qi, Yaodong Yang

ICML 2024 Smooth Tchebycheff Scalarization for Multi-Objective Optimization Xi Lin, Xiaoyuan Zhang, Zhiyuan Yang, Fei Liu, Zhenkun Wang, Qingfu Zhang

ICML 2023 Continuation Path Learning for Homotopy Optimization Xi Lin, Zhiyuan Yang, Xiaoyuan Zhang, Qingfu Zhang

NeurIPS 2023 Hypervolume Maximization: A Geometric View of Pareto Set Learning Xiaoyuan Zhang, Xi Lin, Bo Xue, Yifan Chen, Qingfu Zhang

NeurIPS 2022 Pareto Set Learning for Expensive Multi-Objective Optimization Xi Lin, Zhiyuan Yang, Xiaoyuan Zhang, Qingfu Zhang