My primary research interests focus on developing trustworthy and reliable AI systems to advance technology and address social challenges. I aim to ensure robustness, privacy, fairness, and interpretability of AI when applied across various domains.

• Generative AI: diffusion models, multimodal models, large language models.
• Trustworthy AI: adversarial robustness, security, privacy-preserving techniques.
• Others: copyright protection, robust generalization, safety alignment.