Homosexuality is regarded as a sex act, not a s a badge of “peoplehood”, in Islam. Thus, the standard punishments apply (given that there is no sex within wedlock for homosexuals).
There is a hadith that states that those participating in sodomy are to be killed, but I’ve always seen that in the context of the above (i.e. if they are committing adultery).