Man-Jie Yuan@ LAMDA, NJU-AI
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袁 满 杰 |
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Biography
Currently I am a Ph.D. student of School of Artificial Intelligence in Nanjing University and a member of LAMDA Group, led by professor Zhi-Hua Zhou.
I received my B.Sc. degree in Computer Science and Financial Engineering Experimental Class from Nanjing University in June 2021. In the same year, I was admitted to study for a M.Sc. degree in Nanjing University without entrance examination. In September 2024, I was admitted to study for a Ph.D. degree in Nanjing University.
Research Interests
My research interests include Machine Learning and Data Mining. Currently I am focusing on the subfields:
- Privacy-Preserving Machine Learning
Publication
- Man-Jie Yuan, Wei Gao. Learning with Interactive Models over Decision-Dependent Distributions. In: Proceedings of the 14th Asian Conference on Machine Learning (ACML'22), Hyderabad, India, 2022. [paper]
- Xin-Ran Xie*, Man-Jie Yuan*, Xue-Tong Bai, Wei Gao, Zhi-Hua Zhou. On the Gini-impurity Preservation For Privacy Random Forests. In: Advances in Neural Information Processing Systems 37 (NeurIPS'23, Spotlight), New Orleans, LA, 2023. [paper]
- Man-Jie Yuan, Zheng Zou, Wei Gao. Bi-CryptoNets: Leveraging Different-Level Privacy for Encrypted Inference. In: Proceedings of the 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'24, Oral), Taipei, Taiwan, China, 2024. [paper]
Academic Service
- Reviewer for Conferences: ECAI2023, NeurIPS2024, ICLR2025, AISTATS2025
Teaching Assistant
- Probability Theory and Mathematical Statistics. (For undergraduate staudent, Fall, 2021)
- Comprehensive Foundations of Artificial Intelligence. (For undergraduate staudent, Spring, 2022)
Awards & Honors
- Tencent Scholarship, 2023.
- Outstanding Graduate Student, Nanjing University, 2022, 2023, 2024.
- First Place, 3rd Jiangsu Big Data Development and Application Competition - Smart Manufacturing Track, 2022.
- Second Place, Hualu Cup Data Lake Algorithm Competition - Enterprise Security Risk Assessment Track, 2022.
Correspondence
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Email:
yuanmj@lamda.nju.edu.cn -
Office:
Room A302, Yifu Building, Xianlin Campus of Nanjing University, Nanjing, China -
Address:
Man-Jie Yuan, National Key Laboratory for Novel Software Technology,
Nanjing University Xianlin Campus, 163 Xianlin Avenue, Qixia District, Nanjing 210023, China
(江苏省南京市栖霞区仙林大道163号, 南京大学仙林校区, 软件新技术全国重点实验室, 210023)
