As the others have said, not advisable. Both low and high ph cleaners will etch bare aluminum. You're better off using car wash soap and a soft wheel brush or mitt.
Color changing wheel cleaners i.e. DUB Wheel Cleaner, Pinnacle Advanced Wheel Cleaner, Mckee's Foaming Wheel Cleaner Gel, Griots Garage Wheel Cleaner and Meguiars Mirror Bright Wheel Cleaner are perfectly safe to use on bare aluminum wheels such as those.