The students, who were from Qingshuikou Township Central Primary School in Beiliu City, went for swimming after school yesterday.
Frogmen aided the search overnight and found the two bodies, state-run Xinhua news agency reported.
The city government have asked schools to warn students of the dangers of strong river currents.
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