Curriculum Vitae

Education

PhD in Intelligent Information and Technology
University of Science and Technology of China (USTC), 2025 - Present
Advisor: Prof. Xiangnan He | Joint Training: Zhongguancun Academy, Beijing (Economic Simulation Research)

Master of Engineering in Electronic Information
University of Science and Technology of China (USTC), 2023 - 2025
Lab for Data Science | Advisor: Prof. Xiangnan He

Bachelor of Science in Data Science
University of Science and Technology of China (USTC), 2019 - 2023

Publications

DLCRec: A Novel Approach for Managing Diversity in LLM-Based Recommender Systems

Chen, J., Gao, C., Yuan, S., Liu, S., Cai, Q., & Jiang, P. (2024). DLCRec: A Novel Approach for Managing Diversity in LLM-Based Recommender Systems. arXiv preprint arXiv:2408.12470.

Treatment Effect Estimation for User Interest Exploration on Recommender Systems

Chen, J., Wenjie, W., Gao, C., Wu, P., Wei, J., & Hua, Q. (2024, July). Treatment Effect Estimation for User Interest Exploration on Recommender Systems. In Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 1861-1871).

Professional Experience

Research Intern | Kuaishou Technology, March 2023 - Present
Supervisor: Qingpeng Cai

• Conducted research on recommendation algorithms, focusing on user interest exploration and diversity management
• Designed and implemented scalable online algorithms deployed to serve millions of daily active users

• Impact: Average app time: +0.120%

  Follow rate: +1.002%

  Forward rate: +0.984%

  Download rate: +1.018%

  Collection rate: +1.102%

  Negative feedback: -2.627%

• Published 1 paper at WSDM 2025

Technical Skills

Language Proficiency