刘海天 Hai-Tian Liu Ph.D. Student, LAMDA Group School of Artificial Intelligence Nanjing University, Nanjing 210023, China Laboratory: Room 912, Building of Computer Science and Technology, Nanjing University Email: liuht@lamda.nju.edu.cn Supervisor: Professor Yuan Jiang

Biography

Currently I am a third-year graduate student of School of Artificial Intelligence in Nanjing University and a member of LAMDA Group, which is led by professor Zhi-Hua Zhou.

I received 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 Interests

My research interests include Machine Learning and Data Mining.
More specifically, I mainly work on Learnware paradigm.

Publication

• Handling Learnwares from Heterogeneous Feature Spaces with Explicit Label Exploitation.
  Peng Tan, Hai-Tian Liu, Zhi-Hao Tan, Zhi-Hua Zhou.
  In: Advances in Neural Information Processing Systems 37 (NeurIPS'24), Vancouver, Canada, 2024. (to appear)


• Beimingwu: A Learnware Dock System. [PDF]
  Zhi-Hao Tan*, Jian-Dong Liu*, Xiao-Dong Bi, Peng Tan, Qin-Cheng Zheng, Hai-Tian Liu, Yi Xie, Xiao-Chuan Zou, Yang Yu and Zhi-Hua Zhou. (* indicates equal contribution)
  In: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'24), Barcelona, Spain, 2024. Page: 5773-5782.

Teaching Assistant

• Introduction to Machine Learning (with Prof. Zhi-Hua Zhou and Asst. Prof. Peng Zhao; for undergraduate students; 2023 spring)

Awards & Honors

• Presidential Special Scholarship for Ph.D. Student, 2022.

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