The boat, from North China's Hebei Province, capsized in the Dongying sea area, the provincial maritime bureau told Xinhua.
Three of the boat's crew members were rescued and were treated at a local hospital, authorities said.
Ships and helicopters were used in the search.
Martin Bashir resigns from MSNBC over Sarah Palin comments
Toddler uninjured after being knocked over by Obama family dog