Lanjihong Ma @ LAMDA, NJU-AI
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马兰霁弘 |
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Biography
Currently I am a second year Ph.D. candidate of School of Artificial Intelligence in Nanjing University and a member of LAMDA Group, led by professor Zhi-Hua Zhou.
I got my B.Sc. degree in Energy and Power Engineering in June 2017 from School of Aerospace Engineering of Tsinghua University. Then I got my M.Sc. degree in Mechanical Engineering in January 2019 from Jacobs School of Engineering of University of California, San Diego (UCSD). In the same year, I was admitted to pursue Ph.D. degree in Nanjing University by passing the entrance examination.
Research Interests
My research interests include Machine Learning and Data Mining. Most recently, I am interested in:
Most recently, I am interested in
- Machine learning in open and dynamic environments
- Learning with implicit feedback
- Preference learning and alignment
- Online decision making
Publications
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Handling Varied Objectives by Online Decision Making. [PDF, bibtex]
Lanjihong Ma, Zhen-Yu Zhang, Yao-Xiang Ding, Zhi-Hua Zhou.
In: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'24), Barcelona, Spain, 2024. Page: to appear.
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Robust Heavy-Tailed Linear Bandits Algorithm. [PDF, bibtex]
Lanjihong Ma, Peng Zhao, Zhi-Hua Zhou.
In: Journal of Computer Research and Development, 2023, 60(6): 1385-1395.
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An Unbiased Risk Estimator for Learning with Augmented Classes. [PDF, code, bibtex]
Yu-Jie Zhang, Peng Zhao, Lanjihong Ma, Zhi-Hua Zhou.
In: Advances in Neural Information Processing Systems 33 (NeurIPS'20), Vancouver, Canada, 2020. Page: 10247-10258.
Correspondence
Email:
maljh@lamda.nju.edu.cn
Office:
Room 912, Computer Science Building, Xianlin Campus of Nanjing University
Address: 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)