It looks like the issue was the new SDK. Now I do this:
var driveItems = await graphClient.Drives[driveItem.Id].Items["root"].Children.GetAsync();
However, I cannot find an example or even much info on what driveItems actually is?
How do I use that to get a list of available files? It does not appear to be a collection of DriveItem's.