Harvard College senior Madison R. Webb ’25 opened Harvard’s 374th Commencement with the national anthem, drawing a flurry of applause from thousands in the audience.

In this paper, we propose SVQA that semantically combines the knowledge from available images and graphs to answer the complex question. To this end, we design a graph-based method to unify various ...