I'm pretty sure it's the "New Folder.exe" referenced above. How can I get my files off without carrying the infection along with them?
You haven't provided much information, so the only thing I can suggest is to scan it with any antivirus/antimalware software to remove the virus. I highly recommend Malwarebytes Anti-Malware (there is a free version available).
Other files will remain in the flash drive.