Overlooked favorites?

There's an interesting discussion over on Chasing Ray of books (recent or older) that have been overlooked, with contributions from several bloggers - see the explanation of "Recommendations from under the Radar" here, the introductory post of schedule and recommendations here, and an index of all posts here. What are some of your favorites that you think have been overlooked or underrated? Share suggestions in the comments.