When the shell prompts VNC server running on ::1:5901
you can then use
virt-viewer vnc://localhost:5901
to connect the guest or you can open the remote desktop viewer (a GUI tool) to connect it by vnc protocol and localhost:1. This works in my case, hope it will work for you too!