At some point, I made a list of 'Favorite SF&F that someone who likes many of the same books as me might not have heard of'.

(Honorary mention: Every Heart A Doorway, by Seanan McGuire. While it seems like hardly anybody I know has read it, a book that won the Hugo and Nebula can'r really be considered 'lesser-known SF&F')