Xiao was born in Changsha, China, and moved to New York as an infant, before ultimately settling in St. Louis, Missouri, with her family, starting acting in middle school. Growing up, she was called racial slurs and decided to be an actress to break against stereotypes. Xiao founded Career ACTivate, which specialises in helping actors jumpstart and progress their careers.