Weijian Deng

I am a Research Fellow at the Australian National University. My research focuses on 3D Content Modeling and Vision-Language Models. During my PhD, I explored model generalization prediction.

Research Interests

• Predicting Model Generalization: Developing methods to estimate model performance without labeled data.
• Monitoring Model Reliability: Improving robustness in vision-language models such as LLaVA.
• 3D Modeling & Generation: Using neural rendering and large language models for realistic 3D content creation.