Kovno Governorate
Biliūnas was born near Anykščiai, in the Kovno Governorate of the Russian Empire, in the tiny village of Niūronys, where he spent his early childhood. Between 1891 and 1899, he attended the secondary school in Liepāja (now in Latvia).