My research focuses on commonsense reasoning and knowledge-based model in vision-language tasks, such as open-knowledge retrieval, question answering and explanation generation. In particular, I explore using external resources for answering various types of visual questions, including commonsense questions and knowledge-based questions. I also work on explaining the model’s decision both visually and textually and multi-modal knowledge retrieval projects.