I do a weekly/bi-weekly wipe down of the wheel with Meguiar's Interior Quick Detailer. It cleans up the wheel, maintains the matte look/feel and gives some UV protection. Otherwise I just try not to drive with my hands dirty or oily. Oils from food and sweat settle into the leather and make it glossy.
Auto Detailing Enthusiast!