"Piracy has become an international enemy, posing great threat to international navigation, trade and security," Liu said.
China's participation comes after an unanimous U.N. Security Council vote to authorize nations to conduct land and air attacks on the increasingly audacious pirates in the Gulf of Aden.
The Associated Press contributed to the reporting of this story.