He cannot "change his mind". An eBay purchase is a legally binding contract. The exceptions would be if the item was not as described, damaged, etc. What did you have as your refund settings on the auction?
The real question is whether it is worth a potential negative. If you haven't shipped yet, I'd try to work it out where he pays your fees and you refund the difference and then just relist.