Ruijiang Dong Ph.D. Student
About Me
I am Ruijiang Dong, a Ph.D. student in the Trustworthy Machine Learning and Reasoning Group (TMLR), Faculty of Engineering and Information Technology, The University of Melbourne, advised by Dr. Feng Liu, Prof. Jianzhong Qi, and Dr. Zesheng Ye.
My research focuses on vision-language models (VLMs), with a particular interest in efficient adaptation and prompt learning for large-scale models.
Prior to my Ph.D., I worked as a research assistant at the TMLR Lab at Hong Kong Baptist University (HKBU), where I developed methods for source-free domain adaptation.
Current focus: Efficient VLM tuning · Prompt learning · Training-free / inference-only methods
Publications
Neural Network Reprogrammability: A Unified Theme on Model Reprogramming, Prompt Tuning, and Prompt Instruction
arXiv 2025
Zesheng Ye*, Chengyi Cai*, Ruijiang Dong*, Jianzhong Qi, Lei Feng, Pin-Yu Chen, Feng Liu
Academic Services
- Conference Reviewer: ICML, NeurIPS, ICLR, etc.
- Journal Reviewer: Neural Networks, TMLR, etc.