Are they hub caps or wheel covers? Sounds like they are full wheel covers. Take some electrical tape and run around the circumference of the hooks that hold the covers on and do it several layers thick. This will act as insulation and make the squeak go away.
I was waiting for someone to differentiate the difference between hub caps and wheel covers. I get tired of being "that guy" but damn. Lets get it right.