You can use a contact adhesive such as ados F2.
You can get a smallish tube about half the size of a tube of toothpaste from a hobby store or a hardware store.
Apply to both surfaces and smear about with a flat stick to get a thin coat then wait till they "tack off", then put them together.
You probably wont need to completely cover the plate, the old glue residue should give you a clue as to how much is needed.
WARNING....... you will get one chance so make sure it is lined up correctly.
I hope that helps