Vilna Governorate
Frank was born in Kovno, Vilna Governorate, the son of Rabbi Yehuda Leib Frank and Malka Silman, who were active in the Hovevei Zion organization in Kovno. He studied in Lithuanian yeshivas, learning under Rabbi Eliezer Gordon, among others.