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We describe Baily-Borel, toroidal, and geometric -- using the KSBA stable pairs -- compactifications of some moduli spaces of K3 surfaces with a nonsymplectic automorphism of order \(3\) and \(4\) for which the fixed locus of the automorphism contains a curve of genus \(\ge2\). For order \(3\), we treat all the maximal-dimensional such families. We show that the toroidal and the KSBA compactifications in these cases admit simple descriptions in terms of certain \(ADE\) root lattices.