Wisconsin's primary is on Tuesday.
Clinton is in a close race with Barack Obama for the Democratic presidential nomination.
Corzine endorsed Clinton in April and campaigned for her in Iowa and Nevada.
Stainton said Corzine will return to New Jersey Sunday night after also visiting his mother in Illinois.