I've met a few people who were much happier with "LDS" than "Mormon." Mormon tends to be used more inclusively, to include (frequently polygamist) breakaway groups. LDS refers more specifically to the largest group of people who hold the Book of Mormon as Scripture, the ones based in Salt Lake City. And the Reformed LDS bunch, too, I suppose.