Users of Galaxy Note 7 smartphones should turn them off and not use them, Samsung Electronics Co. and the U.S. Consumer Product Safety Commission said Friday, citing reports of fires involving lithium-ion batteries in some of the devices.

The warning followed a voluntary global recall of the Note 7 that Samsung announced a week ago.

Samsung...