The man molested the 38-year-old woman in the provincial capital city Changsha on Thursday after drinking, local officials said.
The police detained the man after a witness informed the police, state-run Xinhua news agency reported.
The man, who is studying Chinese language at a university in Changsha, confessed to police, according to the statement.