The buildings were about five stories tall, local officials said, according to Xinhua. The report's headline said "many" were buried.
The collapse happened around 8 am local time in the township of Baizhangji.
A photo posted by Xinhua on Twitter showed rescue workers using heavy equipment to clean up debris. Fire trucks were lined up next to the site, and dozens of people were shown waiting.