Gao is an actor-director, whose work explores self-identity and the roles we play in relationships. The short fiction film Unnamed, which he wrote, directed, and starred in, was selected for international and domestic festivals including the Taipei Golden Horse Film Festival and Frameline – San Francisco LGBTQ+ Film Festival. The documentary short A Prayer received the Best Student Documentary Short at the Golden Harvest Awards.