Xiaoyuan Zhang

PhD student, Department of Computer Science, City University of Hong Kong

Joined

September 2021

Names

Xiaoyuan Zhang (Preferred)

Emails

****@my.cityu.edu.hk (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

PhD student

Department of Computer Science, City University of Hong Kong (cityu.edu.hk)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Qingfu Zhang

2021 – 2025

Expertise

No areas of expertise listed

Publications

Adaptive Online Mirror Descent for Tchebycheff Scalarization in Multi-Objective Learning
Meitong Liu, Xiaoyuan Zhang, Chulin Xie, Kate Donahue, Han Zhao
- Accepted by TMLR
- Readers: Everyone
MCCE: A Framework for Multi-LLM Collaborative Co-Evolution
Nian Ran, Zhongzheng Li, Yue Wang, Qingsong Ran, Xiaoyuan Zhang, Shikun Feng, Richard Allmendinger, Xiaoguang Zhao
- Submitted to ICLR 2026
- Readers: Everyone
ExLLM: Experience-Enhanced LLM Optimization for Molecular Design and Beyond
Nian Ran, Yue Wang, Xiaoyuan Zhang, Zhongzheng Li, Qingsong Ran, Wenhao Li, Richard Allmendinger
- Submitted to ICLR 2026
- Readers: Everyone
Constrained Stochastic Multi-Objective Optimization
Biqian Feng, Xiyang Zhang, Cheng Gong, Tiancan Feng, Xiaoyuan Zhang, Tse-Tin Chan
- Submitted to ICLR 2026
- Readers: Everyone
Multiobjective distribution matching
Xiaoyuan Zhang, Peijie Li, Yingying Yu, Yichi Zhang, Han Zhao, Qingfu Zhang
- ICML 2025 poster
- Readers: Everyone
Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization
Xi Lin, Yilu Liu, Xiaoyuan Zhang, Fei Liu, Zhenkun Wang, Qingfu Zhang
- ICLR 2025 Poster
- Readers: Everyone
LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch
Xiaoyuan Zhang, Liang Zhao, Yingying Yu, Xi Lin, Yifan Chen, Han Zhao, Qingfu Zhang
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
Panacea: Pareto Alignment via Preference Adaptation for LLMs
Yifan Zhong, Chengdong Ma, Xiaoyuan Zhang, Ziran Yang, Haojun Chen, Qingfu Zhang, Siyuan Qi, Yaodong Yang
- NeurIPS 2024 poster
- Readers: Everyone
Gliding over the Pareto Front with Uniform Designs
Xiaoyuan Zhang, Genghui Li, Xi Lin, Yichi Zhang, Yifan Chen, Qingfu Zhang
- NeurIPS 2024 poster
- Readers: Everyone
Smooth Tchebycheff Scalarization for Multi-Objective Optimization
Xi Lin, Xiaoyuan Zhang, Zhiyuan Yang, Fei Liu, Zhenkun Wang, Qingfu Zhang
- ICML 2024 Poster
- Readers: Everyone

View all 15 publications

Co-Authors

View all 36 co-authors