In "Files" screen, tap "Edit" button to enter edit mode. While you are in edit mode, tap the disclosure button next to a file name will let you rename the file.

IMPORTANT: You must retain the file extension, i.e. the last part of a file name like ".mp3". Otherwise, you will get "The file format is not supported" error when trying to open it.