To utilize higher-dimensional quantum systems, in this Letter, we derive a generalized cross-resonance (GCR) scheme for realizing maximally entangling two-qutrit gates on fixed-frequency transmons beyond the 0-1 subspace. Our two-qutrit gates, namely, and , acting on the and energy transitions of transmons, respectively, directly allow for entanglement on the levels. Unlike the known works, our gate is parametric in nature, enabling us to construct multiple entangling gates of interest. By performing simulations in Qiskit, we demonstrate two-qutrit generalized controlled- ( and ) and controlled- ( and ) gates, which are instances of the proposed gates, with reported gate fidelities of , and , respectively with (and without) noise. We also reveal a two-qutrit Bell state with a fidelity of , with a complete Bell state preparation in a ns pulse sequence, which is less than the gate time of the known scheme by cross-Kerr-based entangling gates.

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