Hello! This is Xuanwen Ding. I am currently pursuing a Ph.D. at Fudan University, where I am fortunate to be advised by Prof. Zhongyu Wei. I am a member of the Fudan Data Intelligence and Social Computing (Fudan DISC) lab and the Fudan NLP group. Previously, I received my master’s degree from East China Normal University, where I was advised by Prof. Liang Dou and Prof. Jie Zhou.

My research interests include Natural Language Processing, Computational Social Science, and Continual Learning.

📝 Publications

† indicates equal contributions.

• AutoJudger: An Agent-Driven Framework for Efficient Benchmarking of MLLMs. Xuanwen Ding†, Chengjun Pan†, Zejun Li†, Jiwen Zhang†, Siyuan Wang, Zhongyu Wei. Under Review.

• Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis. Xuanwen Ding, Jie Zhou, Liang Dou, Qin Chen, Yuanbin Wu, Chengcai Chen, Liang He. EMNLP 2024.

• FinHunter: Improved Search-based Test Generation for Structural Testing of FinTech Systems. Xuanwen Ding, Qingshun Wang, Dan Liu, LiHua Xu, Jun Xiao, Bojun Zhang, Xue Li, Liang Dou, Liang He, Tao Xie. FSE 2024.

• From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents. Xinyi Mou†, Xuanwen Ding†, Qi He†, Liang Wang†, Jingcong Liang, Xinnong Zhang, Libo Sun, Jiayu Lin, Jie Zhou, Xuanjing Huang, Zhongyu Wei. Under Review.

• Recent Advances of Foundation Language Models-based Continual Learning: A Survey. Yutao Yang, Jie Zhou, Xuanwen Ding, Tianyu Huai, Shunyu Liu, Qin Chen, Liang He, Yuan Xie. ACM Computing Survey.

🎖 Honors and Awards

• National Scholarship, China, 2023-2024
• First Prize in the Mathematical Contest in Modeling/ Interdisciplinary Contest in Modeling (MCM/ICM), 2021
• First Prize in China Undergraduate Mathematical Contest in Modeling (CUMCM), 2020
• Bronze Medal in ACM-ICPC Asia Nanjing Regional Contest, 2019
• National Scholarship, China, 2020-2021

📖 Educations

• 2025.09 - present, Ph.D. Candidate in Statistics (Statistical Machine Learning), Fudan University, Shanghai, China.
• 2022.09 - 2025.06, Master of Computer Science, East China Normal University, Shanghai, China.
• 2018.09 - 2022.06, Bachelor of Computer Science, Hangzhou Dianzi University, Hangzhou, China.

💻 Internships

• 2024.05 - 2024.09, NLP Algorithm Engineering Intern, Meituan Daojia Group, Beijing, China
• 2022.01 - 2022.06, ML Algorithm Engineering Intern, Ant Group MYbank, Hangzhou, China