Tingji Huang @ LAMDA
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黄廷基
Email: huangtj@lamda.nju.edu.cn Laboratory: Room A304, Shaoyifu Building, Nanjing University Xianlin Campus |
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Biography
Currently I am a first year graduate 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.Eng. degree in Automation from School of Management and Engineering, Nanjing University in June 2022. In September 2022,
I was admitted to pursue a M.Sc. degree in Nanjing University, under the supervision of Associate Professor
Han-jia Ye and Professor De-Chuan Zhan without entrance examination.
Research Interests
My research interest includes Meta Learning and its applications. Recently, I am interested in
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Model Reuse for Classification: Utilize model resources, use the knowledge of pre-trained models and make models more discriminative, e.g. Meta-Learning, Fine-Tune, Transfer.
Publications - Preprints
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In this paper, we propose Model Spider, which tokenizes both PTMs and tasks by summarizing their characteristics into vectors to enable efficient PTM selection. By leveraging the approximated performance of PTMs on a separate set of training tasks, Model Spider learns to construct tokens and measure the fitness score between a model-task pair via their tokens. |
Awards and Honors
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Outstanding graduated of Nanjing University, 2022
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National Scholarship, 2021
Correspondence
Email:
huangtj {AT} lamda.nju.edu.cn
Laboratory:
Room A304, Shaoyifu 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
(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.)