The temple was first construction as "Dabei Temple" or "Temple of Great Compassion" () between 494 and 502 by prefectural governor Ni Deguang (), under the
Southern Qi dynasty (479–502) of the
Southern dynasties period. It was largely extended in 539 and renamed "Fushou Temple" or "Temple of Blessing and Longevity" (), during the reign of
Emperor Wu of
Liang dynasty (502–557). It was also called "Poshan Temple" () because it sits along the Polong Stream (). In 868, in the 9th year of Xiantong period in the
Tang dynasty (618–907),
Emperor Yizong inscribed plaque with Chinese characters "Xingfu Chan Temple" () to the temple. After the establishment of the
Communist State in 1949, the local government renovated and refurbished Xingfu Temple several times. A renovation and rebuilding to the main building began in 1981 and was completed in 1985. Xingfu Temple has been designated as a
National Key Buddhist Temple in Han Chinese Area by the
State Council of China in 1983. ==Architecture==