The head of AT&T's wireless unit said Wednesday that the carrier is working to improve its network for iPhone and other smart-phone subscribers in New York and San Francisco.

Manhattan and San Francisco, particularly the city's financial district, "are performing at levels below our standards," Ralph de la Vega, chief executive of AT&T Mobility, said at an investors conference.

Those...