Weijian Deng
PhD in Machine Learning with expertise in model generalization
Research Interests
Predicting Model Generalization
Developing methods (e.g., LLMs) to automatically evaluate and rank models without labeled data, while also adapting to evolving testing environments.
Monitoring Model Reliability
Assessing model resilience to distribution shifts, variations in visual factors, and jailbreak inputs.
3D Modeling & Generation
Using neural rendering and large language models for realistic 3D modeling and generation.