So--I'm still missing something. Are you saying that the way to get good font rendering in IntelliJ is to write GTK+ apps? It sounds like you misread the OP.
Ah, I see. I'm sorry about that, but I don't think that there's a solution to fix Swing font rendering in IntelliJ itself. Unless, of course, you dive into the source code.