Be careful with mag-wheel cleaning solutions... they usually contain a small amount of hydroflouric acid. It gets brake dust off quick sharp, but it is corrosive to human skin and poisonous in the extreme.
You may want to invest in a very soft, long-bristled carpet-cleaning brush. Use that to clean your wheels, with a strong dishwashing-liquid solution in plenty of water.