Publications

Xintao Wang, Heng Wang, Yifei Zhang, Xinfeng Yuan, Rui Xu, Jen-Tse Huang, Siyu Yuan, Haoran Guo, Jiangjie Chen, Wei Wang, Yanghua Xiao, Shuchang Zhou (2025). CoSER: Coordinating LLM-Based Persona Simulation of Established Roles. arXiv:2502.09082.
PDF Cite Code Dataset arXiv
Dakuan Lu, Xiaoyu Tan, Rui Xu, Tianchu Yao, Chao Qu, Wei Chu, Yinghui Xu, Yuan Qi (2025). SCP-116K: A High-Quality Problem-Solution Dataset and a Generalized Pipeline for Automated Extraction in the Higher Education Science Domain. arXiv:2501.15587.
PDF Cite Code arXiv
Xintao Wang, Yunze Xiao, Jen-Tse Huang, Siyu Yuan, Rui Xu, Haoran Guo, Quan Tu, Yaying Fei, Ziang Leng, Wei Wang, Jiangjie Chen, Cheng Li, Yanghua Xiao (2024). InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews. ACL 2024.
PDF Cite Code ACL Anthology Project Page arXiv
Rui Xu, Dakuan Lu, Xiaoyu Tan, Xintao Wang, Siyu Yuan, Jiangjie Chen, Wei Chu, Yinghui Xu (2024). Mindecho: Role-playing language agents for key opinion leaders. arXiv:2407.05305.
PDF Cite arXiv
Yiting Ran, Xintao Wang, Rui Xu, Xinfeng Yuan, Jiaqing Liang, Deqing Yang, Yanghua Xiao (2024). Capturing minds, not just words: Enhancing role-playing language models with personality-indicative data. arXiv:2406.18921.
PDF Cite Code Dataset arXiv
Jiangjie Chen, Xintao Wang, Rui Xu, Siyu Yuan, Yikai Zhang, Wei Shi, Jian Xie, Shuang Li, Ruihan Yang, Tinghui Zhu, Aili Chen, Nianqi Li, Lida Chen, Caiyu Hu, Siye Wu, Scott Ren, Ziquan Fu, Yanghua Xiao (2024). From Persona to Personalization: A Survey on Role-Playing Language Agents. TMLR 2024.
PDF Cite arXiv
Xinfeng Yuan, Siyu Yuan, Yuhan Cui, Tianhe Lin, Xintao Wang, Rui Xu, Jiangjie Chen, Deqing Yang (2024). Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works. EMNLP 2024.
PDF Cite Code ACL Anthology arXiv
Xintao Wang, Jiangjie Chen, Nianqi Li, Lida Chen, Xinfeng Yuan, Wei Shi, Xuyang Ge, Rui Xu, Yanghua Xiao (2024). Surveyagent: A conversational system for personalized and efficient research survey. arXiv:2404.06364.
PDF Cite Code arXiv Project Page
Rui Xu, Xintao Wang, Jiangjie Chen, Siyu Yuan, Xinfeng Yuan, Jiaqing Liang, Zulong Chen, Xiaoqing Dong, Yanghua Xiao (2024). Character is Destiny: Can Large Language Models Simulate Persona-Driven Decisions in Role-Playing?. arXiv:2404.12138.
PDF Cite Code arXiv
Zhouhong Gu, Xiaoxuan Zhu, Haoning Ye, Lin Zhang, Jianchen Wang, Yixin Zhu, Sihang Jiang, Zhuozhi Xiong, Zihan Li, Weijie Wu, Qianyu He, Rui Xu, Wenhao Huang, Jingping Liu, Zili Wang, Shusen Wang, Weiguo Zheng, Hongwei Feng, Yanghua Xiao (2024). Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation. AAAI 2024.
PDF Cite Code arXiv