My research interests include Machine Learning, Privacy and Biomedical Informatics.
I develop advanced techniques to address trustworthiness, privacy, and fairness issues on the latest deep learning models and AI. I focus on information theoretic and statistical perspectives to understand deep learning models, and also take into account the optimization of traditional statistical learning methods.
I develop deep learning approaches for computational immunology, emphasizing the characterization of immune receptor binding properties. I create models that integrate sequence and protein structural information, and leverage advanced machine learning approaches, protein language models, and interpretable deep learning techniques.
If you’re interested in any of those topics, feel free to contact me. I’m always open to schedule a meeting with my fellow researchers on the interesting research projects and ideas.
*I reside in USA, Hong Kong, Mainland China, and Mexico. This website provides English, Chinese (Mandarin and Cantonese) and Spanish versions for easy access from these countries / regions. Please find the most convenient language you prefer.
