I'm a major fan of pulp writer Jim Thompson. His novels have been adapted into such films as The Grifters and After Dark, My Sweet, among others.
Some of his favorite novels of mine are Pop. 1280, The Golden Gizmo, The Nothing Man.
Any personal favorites?