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Let be nonconstant one-variable inner functions satisfying for all . Denote by the submodule of the Hardy space generated by the function family . For the corresponding quotient module , we define the compressed multiplication operators , where is the orthogonal projection from onto . In this paper, we characterize the Hilbert-Schmidt property of the self-commutators and cross-commutators with . Moreover, explicit formulas for their Hilbert-Schmidt norms are established whenever these commutators are Hilbert-Schmidt.

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