In this paper, we mainly study the dual problem of semi-infinite programming problem with mixed constraints. we introduce the concept of higher-order (φ,ρ)-V-invexity and construct Wolfe and Mond-Weir type dual models. Weak, strong and strict converse duality theorems are discussed under the assumptions of higher-order (φ,ρ)-V-invexity.