Publications
A collection of my research work.
How Far Do Persona Effects Generalize in Language Models?
Yufan Zhou, Yuxuan Liu, Enze Ma, Lyumanshan Ye, Zhongqi Yue, Robin De Croon, Yucheng Jin, Katrien Verbert, Zhao Wang
arXiv, Sep 2026
Mind2Dialogue: Training Human-Aware Language Models by Simulating User Mental States
Zixuan Wang*, Yufan Zhou*, Jinzhou Tang*, Xinle Yu, Chengjun Wu, Lyumanshan Ye, Zhaoxiang Feng, Letian Peng, Adyasha Patra, Fan Bai, Enze Ma, Zhengding Hu, Jianyang Gu, Zhao Wang, Yufei Ding, Jingbo Shang, Tianmin Shu, Zhiting Hu, Zhen Wang
arXiv, Sep 2026
MemAudit: Auditing Long-Term Agent Memory via Hidden User-State Recovery
Enze Ma*, Yufan Zhou*, Wei-Chieh Huang, Jie Yang, Huanhuan Ma, Zixuan Wang, Chengze Li, Chunyu Miao, Philip S. Yu, Zhen Wang
arXiv, Jun 2026
How Personal Characteristics Shape User Exploration of Diverse Movie Recommendations with a LLM-Based Multi-Agent System
Yufan Zhou*, Yirui Huang*, Zhao Wang, Yucheng Jin
UMAP 2026
DeepPersona: A Generative Engine for Scaling Deep Synthetic Personas
Zhen Wang*, Yufan Zhou*, Zhongyan Luo, Lyumanshan Ye, Adam Wood, Man Yao, Saab Mansour, Luoshang Pan
NeurIPS 2025 LAW Workshop (Spotlight), EMNLP 2026 Findings
Colin: A Multimodal Human-AI Co-Creation Storytelling System to Support Children's Multi-Level Narrative Skills
Lyumanshan Ye, Jiandong Jiang, Yuhan Liu, Yihan Ran, Yufan Zhou, Zhao Wang, Yipeng Yu, Pengfei Liu, Danni Chang, Yucheng Jin
arXiv, Nov 2025
Past Research
MRF: Multi-Attention Fusion Artistic Radiance Fields and Beyond
Qianru Chen*, Yufan Zhou*, Xintong Hou*, Kunze Jiang, Jincheng Li, Chao Wu
IET Computer Vision
ERF: Multi-Attention Fusion Artistic Radiance Fields
Kunze Jiang*, Yufan Zhou*, Chao Wu
FedCSIS 2024