My research focuses on graph neural networks, representation learning, knowledge graphs, social & information networks, and data mining, with an emphasis on developing machine learning models to addressing problems in Web-scale systems, such as Facebook Entity Graph, Microsoft Graph, and Microsoft Academic Graph (MAG).