Still couldn't find this feature today. A workaround I recently found is as follow (I tested it on Chrome browser)
- Click the 'check' button, then select "Older than one day"
- Immediately click "undo" on the bottom right corner.
by now, all the articles older than one day are marked as unread. You'll have to mark today's articles as unread one by one, though.