You can easily change Gmail display by accessing Gmail's quick settings menu that pops up beside your inbox when you click the gear icon.
The Gmail redesign features new icons, but if you don't like it, you can revert back to the original view through your Settings menu.
I recently started using the Gmail Android app again, and I've been loving it — but only after I changed this one setting.