2. Snap off tough ends of asparagus. Combine all ingredients except cooking spray in a large zip-lock bag; seal and marinate for 30 minutes. Remove asparagus from bag and discard marinade. Place asparagus on grill rack (or pan) coated with cooking spray; grill 5 minutes on each side or until asparagus is done.