张丁楚 Ding-Chu Zhang M.Sc. Student LAMDA Group School of Artificial Intelligence National Key Laboratory for Novel Software Technology Nanjing University, Nanjing 210023, China. Supervisor: Professor Yu-Feng Li Email: zhangdc@lamda.nju.edu.cn

Biography

• I received my B.Sc. degree from Department of Computer Science and Technology, Nanjing University in June 2023. In the same year, I was admitted to study for a M.Sc. degree in Nanjing University without entrance examination.

• Currently I am a first 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.

Research Interests

My research interests include Machine Learning and Data Mining.

Conference

(* denotes the co-first authors)

• Robust Test-Time Adaptation for Zero-Shot Prompt Tuning. [Paper] [Supp] [Code] [Poster] [Slides]
  Ding-Chu Zhang*, Zhi Zhou*, Yu-Feng Li.
  In: Proceedings of the 38th AAAI conference on Artificial Intelligence (AAAI'24), 2024.

• ODS: Test-Time Adaptation in the Presence of Open-World Data Shift. [Paper] [Code]
  Zhi Zhou, Lan-Zhe Guo, Lin-Han Jia, Ding-Chu Zhang, Yu-Feng Li.
  In: Proceedings of the 40th International Conference on Machine Learning (ICML'23). 2023.

Journal

• Towards Robust Test-Time Adaptation for Open-Set Recognition. [Paper] [Code]
  Zhi Zhou*, Ding-Chu Zhang*,Yu-Feng Li, Min-Ling Zhang.
  Journal of Software (软件学报), 35(4), 2024.

Awards & Honors

• National Scholarship, 2021

• First-Class People's Scholarship, 2020 and 2022

• Outstanding Graduate of Nanjing University. 2023

• Outstanding Student of Nanjing University, 2022

Correspondence

Email: zhangdc@lamda.nju.edu.cn

Temporary Laboratory: Room 113, Computer Science Building, Nanjing University Xianlin Campus, Nanjing, China