Only a guess. Did you try to temporarily disable the host's firewall?
If you can ping them, you have network/IP connectivity - host OS or guest OS firewall would be the places to check.
I ended up creating a new nat network under the network editor, and connected all of my vms to it. Don't know why, but that solved my issue.