There actually is a theory that seems to have some credibility:
http://nextbigfuture.com/2011/05/nasa-confirms-widom-larsen-...
According to the theory, it's not actually fusion, it's some kind of new reaction involving the weak nuclear force. (Rossi's not a fan of the idea.)
A plausible mechanism for the supposed fusion itself has yet to make an appearance.