In 1980, Hsieh married Hong Kong billionaire Peter Lam. The couple had 5 children – Lester, Emily, Evelyn, Eleanor and Lucas, where Eleanor and Lucas are mixed twins. Hsieh got along very well with her parents-in-law Lim Por-yen and U Po-chu. The couple divorced in 1995.