Don't turn on the stove until you have all the ingredients ready to go, all mixed in a bowl next to the stove. Put oil in the pan, then turn on the stove. Let the oil heat for ~30 sec, then dump the bowl of ingredients into the pan. Stir frequently. Try putting the heat lower, if it's still a problem.