About me

I am a PhD student at the University of Technology Sydney, working under the guidance of Dr. Hua Zuo and Prof. Jie Lu. I earned my master’s degree in Engineering from the University of Sydney in January 2022 and my bachelor’s degree in Engineering from University of Electronic Science and Technology of China in July 2020.

My research focuses on online transfer learning and vision-language models, including areas such as test-time adaptation and prompt learning.

Latest Research

• Towards Robustness Prompt Tuning with Fully Test-Time Adaptation for CLIP’s Zero-Shot Generalization
  Ran Wang, Hua Zuo, Zhen Fang, Jie Lu
  Proceedings of the 32nd ACM International Conference on Multimedia (ACM MM), 2024
  Paper Code

• Fuzzy Rule-Based Test-Time Adaptation for Class Imbalance in Dynamic Scenarios
  Ran Wang, Hua Zuo, Jie Lu
  IEEE Transactions on Fuzzy Systems (IEEE TFS), 2024
  Paper

• Prompt-Based Memory Bank for Continual Test-Time Domain Adaptation in Vision-Language Models
  Ran Wang, Hua Zuo, Zhen Fang, Jie Lu
  2024 International Joint Conference on Neural Networks (IJCNN), 2024
  Paper

• Multiple Teacher Model for Continual Test-Time Domain Adaptation
  Ran Wang, Hua Zuo, Zhen Fang, Jie Lu
  Australasian Joint Conference on Artificial Intelligence (AJCAI), 2023
  Paper