He did actually, after the war he changed it to Stuart-Houston.

There was also a funny moment when he first joined the Navy:

On reporting for duty, the induction officer asked his name. He replied, “Hitler.” Thinking he was joking, the officer replied, “Glad to see you, Hitler. My name’s Hess.”

https://en.m.wikipedia.org/wiki/William_Stuart-Houston