The infinite-dimensional symmetry algebras of integrable systems in dimensions exhibit a remarkable reduction property when restricted to finite-dimensional multi-soliton manifolds. In this paper, we systematically investigate this phenomenon for the Kadomtsev-Petviashvili and modified Kadomtsev-Petviashvili equations. For the Kadomtsev-Petviashvili equation, we analyze both the -symmetry and the -symmetry hierarchies. It is shown that for any -soliton solution, each higher-order -symmetry generator reduces to a linear combination of the independent translational symmetries associated with the individual soliton phase shifts, where the coefficients are precisely the dispersion relations evaluated at the soliton parameters. Closed-form expressions for odd- and even-order -symmetries are derived, and determinant representations are provided to characterize the reduction systematically. For the -symmetries, each becomes a linear combination of the three fundamental soliton symmetries , , and , with coefficients that are rational functions of soliton parameters and . These results are further extended to the modified Kadomtsev-Petviashvili equation, where analogous reduction patterns are established. This work establishes a direct and intrinsic link between the algebraic structure of infinite symmetries and the spectral properties of soliton solutions, offering a unified physical interpretation: the infinite set of higher-order symmetries generates linear superpositions of elementary soliton translations, weighted by powers of the wave numbers and dispersion coefficients.

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