Yeah, the Android app is a little lagging right now vs. the iOS app. Dimmer sliders have not been implemented yet so all appear as just on/off switches. You can change dim-level via SmartApps, just not with the mobile interface yet.
Also not yet implemented is the ability to change icons, so you’re stuck with with the ‘plug’ icon unless you want to mess around with edited device types.