Combine lemon juice, olive oil, thyme, and black pepper in a shallow dish; stir with a whisk. Coat asparagus with cooking spray. Place on grill rack, and grill 4 minutes or until slightly tender. Add grilled asparagus to lemon mixture, tossing gently to coat.
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