The floods hit Liangcheng County following heavy rains yesterday.
The flood water washed away an agricultural cart crossing a river, killing all three people on board, the local government said.
Two forest workers were also caught in the flood. One was killed, and rescuers are searching for the other, state-run Xinhua news agency reported.