It's because that the explorer.exe is closed during uninstalling but do not be restarted after the uninstalling. Press Ctrl + Alt +Del, and choose Start Task Manager -> File -> New Task -> Input "explorer.exe" in the new task field -> click OK. Then your desktop should appear again.