Chie Tsuji (辻 知恵, born 9 August 1969) is a former volleyball player from Japan.

Her maiden name was Chie Natori (名取 知恵, Natori Chie).

[1] Tsuji competed with the Japan women's national volleyball team at the 2004 Summer Olympics in Athens, where she finished in fifth place.

[1] She won a bronze medal at the 1994 Goodwill Games in Saint Petersburg.

[2] Tsuji played as a setter.