I try to stay familiar with new books coming out, but also keep a list (on goodreads.com) so I don't miss anything great either. I recently read two great books that either were published in 2010 or enjoyed a resurgence in 2010. These two books don't have too much in common, but I missed them then, maybe you did too!
A Visit From the Goon Squad by Jennifer Egan is a complicated contemporary novel that follows many different characters, but centers around Bennie and Sasha, who work in the music industry. We meet both of them at different points in their lives, from teenagers to older parents and the novel stretches from the Bay Area, to NYC, to Africa and Naples. Each chapter focuses on a particular character at a specific time and place with no real instruction to the reader on the how and why. Through the strength of Egan, this doesn't break down the narrative. I really enjoyed all of the voices, varied narrative structures, and cried during a chapter told as a powerpoint told by a 14 year old character previously un-introduced. This book is risky, edgy, intellectual, unafraid of emotion, and requires a lot from the reader. With all that said, it was also highly enjoyable!