Yes, you can cook sweet potatoes straight from the frozen. No need to thaw them. If thawed ones cook soggy, so do not even think to thaw frozen veggies before cooking them in the air fryers. Be it the sweet potato chunks or cubes they cook perfectly in air fryer when cooked straight from the freezer.