When you use remote desktop software to access a computer with a USB video adapter, keep the following things in mind:
Not all remote desktop software supports multiple monitors.
Not all remote desktop software supports monitors that use USB video adapters.
If the primary monitor is a monitor that uses a USB video adapter, you might run into problems.  If you do, try to continue to log in as the display might come back once you log in.