Unfortunately no you can't.  If you've received a credit card payment against an invoice in QBO and click on refund, you only get the option to refund the invoice in its entirety.  

If you only want to issue a partial refund, you need to create a credit memo for that customer, and then process the refund to your customer that way.

Updated: June2018