Hai-Long Sun @ LAMDA, NJU-AI

Hai-Long Sun  Hai-Long Sun    Hai-Long Sun

M.Sc. Student, LAMDA Group
School of Artificial Intelligence
National Key Laboratory for Novel Software Technology
Nanjing University, Nanjing 210023, China

Supervisor: Han-Jia Ye(叶翰嘉)

Laboratory: Yifu Building, Xianlin Campus of Nanjing University

Email: sunhl@lamda.nju.edu.cn


Currently I'm a graduate student of School of Artificial Intelligence in Nanjing University and a member of LAMDA Group, which is led by Prof. Zhi-Hua Zhou.

I received my B.Sc. degree from College of Computer Science & Technology, Nanjing University of Aeronautics and Astronautics in June 2023 (GPA ranked 1 / 120). In the same year, I was admitted to study for a M.Sc. degree in Nanjing University, under the supervision of Assistant Researcher Han-Jia Ye without entrance examination.

Research Interests

My research interests include Machine Learning and Data Mining. Currently, I focus on Pre-trained Class-Incremental Learning.

Publications - Preprints

  • Hai-Long Sun, Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan. PILOT: A Pre-Trained Model-Based Continual Learning Toolbox. arXiv:2309.07117, 2023. [Paper] [Code]

  • We introduces PILOT, a pre-trained model-based continual learning toolbox. On the one hand, PILOT implements some state-of-the-art class-incremental learning algorithms based on pre-trained models, such as L2P, DualPrompt, and CODA-Prompt. On the other hand, PILOT also fits typical class-incremental learning algorithms (e.g., DER, FOSTER, and MEMO) within the context of pre-trained models to evaluate their effectiveness.

Awards & Honors & Contests

Teaching Assistant


Email: sunhl@lamda.nju.edu.cn

Address: Hai-Long Sun, National Key Laboratory for Novel Software Technology, Nanjing University Xianlin Campus Mailbox 603, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China.

(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.)