  Under an abstract setting, we show that eigenvectors belong to discrete
spectra of unitary operators have exponential decay properties. We apply the
main theorem to multi-dimensional quantum walks and show that eigenfunctions
belong to a discrete spectrum decay exponentially at infinity.
