Install remote viewer:
yum install virt-viewer
Configure sshd to allow for X11 forwarding:
vi /etc/ssh/sshd_config
And make sure that:
X11Forwarding yes
X11UseLocalhost no
Reload sshd:
systemctl reload sshd
Install xauth:
yum install xauth
When connectting using ssh, add the -X flag.