Ling Han

I’m Ling Han, a third-year PhD student at Yale University. My main area of study is Computer Science, but I also specialize in Biomedical informatics. I work with Prof. María Rodríguez Martínez to understand the implementation of Machine Learning in Computational Immunology.

I received my M.S. in Computer Science from Wuhan University, advised by Prof. Zongpeng Li (Tsinghua University), and co-advised by Prof. Hao Huang.

I received my bachelor’s degree from Wuhan University, advised by Prof. Jing Chen.

Ling Han
PhD Student in Computer Science
Yale University

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.