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

Biography

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 Multimodal Large Language Models and Continual Learning.

Publications - Preprints

Take-along Visual Conditioning for Multi-modal Long CoT Reasoning Hai-Long Sun, Zhun Sun, Houwen Peng, Han-Jia Ye. arXiv 2025 [Paper] [Project Page] [Huggingface]

Publications

Parrot: Multilingual Visual Instruction Tuning Hai-Long Sun, Da-Wei Zhou, Yang Li, Shiyin Lu, Chao Yi, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, De-Chuan Zhan, Han-Jia Ye. ICML'25. CCF-A [Paper] [Code] [Project Page] [Huggingface]

PILOT: A Pre-Trained Model-Based Continual Learning Toolbox Hai-Long Sun, Da-Wei Zhou, Han-Jia Ye, De-Chuan Zhan. SCIS 2025. CCF-A [Paper] [Code] [中文解读]

MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning Hai-Long Sun, Da-Wei Zhou, Hanbin Zhao, Le Gan, De-Chuan Zhan, Han-Jia Ye. AAAI'25. CCF-A [Paper] [Code]

Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning Da-Wei Zhou, Hai-Long Sun, Han-Jia Ye, De-Chuan Zhan. CVPR'24. CCF-A [Paper] [Code]

Continual Learning with Pre-Trained Models: A Survey Da-Wei Zhou, Hai-Long Sun, Han-Jia Ye, De-Chuan Zhan. IJCAI'24. CCF-A [Paper] [Code] [中文解读] [Media]

Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models Yuhao Dong, Zuyan Liu, Hai-Long Sun, Jingkang Yang, Winston Hu, Yongming Rao, Ziwei Liu. CVPR'25 (Highlight). CCF-A [Paper] [Code]

Awards & Honors & Contests

• 2022, CCF Elite Collegiate Student Award

• 2020/2022, National Scholarship for Undergraduates

• 2022, Grand Prize(全国唯一特等奖), China Collegiate Computing Contest - Network Technology Challenge in Track A

• 2022, Bronze Medal, ACM-ICPC Asia East Continent Final Contest

• 2020, Second Prize, The First China AI Guandan Algorithm Competition

• 2022, Gold Medal, Jiangsu Collegiate Programming Contest

• 2022, Meritorious Winner in MCM/ICM

• 2023, Outstanding Graduate of Nanjing University of Aeronautics and Astronautics

• 2023, 全国单打亚军、团体季军, 第26届全国大学生网球锦标赛总决赛

• 2024, 江苏省单打冠军、团体冠军, 2024年江苏省大学生网球锦标赛

• 2024, Champion, The Second Scientific Figure Captioning Challenge (in IJCAI'24)

Internship Experience

2024.03~2024.10, Alibaba, AIDC-AI Business, MLLM Research Intern

2024.10~now, Tecent, TEG Group, 机器学习平台部, Hunyuan Research Intern

Teaching Assistant

• Introduction to Machine Learning. (For undergraduate students; Autumn, 2023)

Service

• Conference Reviewer: CVPR'24, NeurIPS'24, ICLR'25, CVPR'25, ICML'25, ICCV'25, NeurIPS'25

Correspondence

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.)