BEIJING—After thousands of people took to the streets of the eastern city of Lianyungang to protest the prospect of a nuclear-fuel-recycling plant there—drawing a warning from Communist officials—the local government said is temporarily suspending site-selection work.

The local-government statement was posted online early Wednesday.

Communist...