I worked in bicycle shops for 15 years - we always used compressed air.
Be careful, tho. You can blow your grips up like a balloon & once they get stretched out, they won't stay put.
Hair spray is OK but if you get a little water in there (like on a rainy day or after washing the bugs off) the grips will come off as fast as they slid on.