Yan-Feng Xie @ LAMDA

谢 龑 锋 Yan-Feng Xie (Y.-F. Xie) Ph.D. candidate, LAMDA Group School of Artificial Intelligence National Key Laboratory for Novel Software Technology Nanjing University, Nanjing 210023, China Email: xieyf [at] lamda.nju.edu.cn Supervisor: Professor Zhi-Hua Zhou

Biography

• Currently I am a third-year graduate student of School of Artificial Intelligence in Nanjing University and a member of LAMDA Group (LAMDA Publications), led by professor Zhi-Hua Zhou.
• I got my B.Sc. degree in School of Artificial Intelligence from Nanjing University in June 2022. In the same year, I was admitted to pursue for a Ph.D. degree in Nanjing University without entrance examination.

Research Interest

My research interests include Machine Learning and Data Mining.
Most recently, I am interested in:

• Online Decision Making
• Open-environment Machine Learning

Publications

• Gradient-Variation Online Learning under Generalized Smoothness. [PDF, arXiv, bibtex]
  Yan-Feng Xie, Peng Zhao, and Zhi-Hua Zhou.
  In: Advances in Neural Information Processing Systems 37 (NeurIPS 2024), Vancouver, Canada, 2024. Page: 37865-37899.
  
  
• Efficient Methods for Non-stationary Online Learning. [PDF, arXiv, bibtex] (Oral)
  Peng Zhao, Yan-Feng Xie, Lijun Zhang, and Zhi-Hua Zhou.
  In: Advances in Neural Information Processing Systems 35 (NeurIPS 2022), New Orleans, Louisiana, 2022. Page: 11573-11585.
  
  

Teaching Assistant

• (2025 Spring) Introduction to Machine Learning, for Undergraduate Students (With Prof. Zhi-Hua Zhou and Prof. Peng Zhao).
• (2023 Fall) Advanced Optimization, for Undergraduate and Graduate Students (With Prof. Peng Zhao).

Academic Service

• Reviewer for Conferences: ICML 2024-2025, NeurIPS 2023-2025, ICLR 2024.

Awards & Honors

• Presidential Special Scholarship for Ph.D. Student in Nanjing University. 2022.
• Excellent Bachelor's Thesis of Nanjing University. 2022.
• YeePay Scholarship. 2020.
• People's Scholarship, First Prize. 2019.

Correspondence

Mail:
National Key Laboratory for Novel Software Technology, Nanjing University, Xianlin Campus Mailbox 603, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China
(In Chinese:) 南京市栖霞区仙林大道163号，南京大学仙林校区603信箱，软件新技术国家重点实验室，210023
Office:
Room 912, Computer Science Building, Nanjing University Xianlin Campus, Nanjing, China

Last modified: 2025-02-17