Yes, there are adaptors, but it won't fit with the same loopback HDMI board that's included with the screen. It'll need a wire, which effectively doubles the space it'll take up on a desk.
If there are any other high-res small (<= 4") screens, please let me know - the highest DPI that I know is an iPhone 4S 960x640 3.5" screen with a Creotech adaptor.
As for the screen you pointed to, isn't an adapter available?