Looking for a book that feels like wandering through a strange city at night

Could be noir, literary fiction, even something vaguely surreal. Think Paul Auster's New York Trilogy or the mood of Wong Kar-wai films translated into prose.

What book gives you that specific feeling of beautiful urban isolation?