When you go to rename the folder use the Windows 10 character map. You can find it by searching in the Start menu. In it, there are invisible characters that you can copy and paste as the folder name. This will give you a no name folder
Well, then I'd tip my hat to you but I can stand wearing them. Now I have a folder on my cluttered as hell desktops I will likely never be able to find. Thanks.
Press the window button, click run..., type cmd and press enter, use cd to navigate to desktop, type dir and press enter. Will show a list of all folders on desktop.
So... Fuck.