No, that can only work for books that you both purchase from Kobo and load on your device using the Kobo Desktop software or download from Kobo on your device (for units with wireless capability).
If you don't mind some manual work (still won't work for the desktop) you could look at the bookmark store/restore functionality of the Kobo Utilities plugin.
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