Based on the specs you would expect it to work since it just uses Miracast to link up the devices via WiFi, so any Continuum supported phone should work as long as HP isn't doing something special to block it. I'll defer until we find someone who knows for sure though.
FWIW the Microsoft Display Dock that was for the Lumia 950 phones works perfectly with the Idol 4S.