Unriddle (2010)

When a hard-nosed detective reluctantly partners with an informant to solve complex cases, she uncovers links to a particularly puzzling cold case.

Detective Hu Xiaoman meets low level criminal Da Bao during an investigation of a missing heiress. Inspite of being on opposite sides of the law, the two work together to solve cases.