Hyland told Us Weekly she thinks the two "are super hot together."
"I know Joe, and he is divine," she added. "He played my boyfriend's dad in an episode of Medium, so we've known him for quite some time. He's just an amazing person, and I love them individually. So him and Sofia together, I'm all for it! They'd make really hot babies!"
2014: The Year in Fashion [PHOTOS]
Reports: Mila Kunis gives birth to baby girl