  We present new high-order Alternating Direction Implicit (ADI) schemes for
the numerical solution of initial-boundary value problems for
convection-diffusion equations with mixed derivative terms. Our approach is
based on the unconditionally stable ADI scheme proposed by Hundsdorfer.
Different numerical discretizations which lead to schemes which are
fourth-order accurate in space and second-order accurate in time are discussed.
