The film follows Mr. Shi, a retired widower from Beijing. When his only daughter, Yilan, who lives in Spokane, Washington and works as a librarian, gets divorced, he decides to visit her to help her heal. However, Yilan is not interested. She tries keeping an emotional distance but when this finally fails she begins physically avoiding her father. He confronts her about an affair with a married Russian man and she, in turn, lets loose about all the gossip she'd heard as a young girl about his alleged affair with a female colleague back in China.

A man is hired by a group of people he believes to be gangsters to escort a briefcase from America to Hong Kong. When he arrives, however, his contact is nowhere to be found. With no further instructions, he decides to take in the sights of Hong Kong, which consist of him taking part in a great deal of blood, sex and general weirdness, all while wearing a briefcase handcuffed to his arm.