This paper is dedicated to provide theta function representations of algebro-geometric solutions and related crucial quantities for the two-component Hunter-Saxton (HS2) hierarchy through an initial value problem. Our main tools include polynomial recursive formalism, hyperelliptic curve with finite number genus, Baker-Akhiezer functions, meromorphic function, Dubrovin-type equations auxiliary ...