Those white bumps around your eyes, usually underneath, aren't pimples. They're called milia cysts, and here's how you can get rid of them.
Under-eye night serums can also help to prevent milia ... with is that you should not pick milia. Trying to remove the bumps yourself can cause them to bleed, scab and scar.