Rescuers are still searching for a fourth miner who was in the shaft when it collapsed on Wednesday afternoon.
An investigation has been launched into the cause of the cave in, said state media outlet Xinhua.
The Shuimichong coal mine in Yunnan province is a licensed operation producing 40,000 tonnes of coal per annum.