The program that resulted—"Mexico Embraces You"—aims to shelter deported Mexicans, some 5 million of whom are estimated to be living in the United States illegally and thus at risk of being sent back.

Law enforcement agencies in Stockton and San Joaquin County said they would follow California law and would not help ICE with ...