The superstring/M-theory framework is a powerful tool to construct a large class of supersymmetric quantum field theories, especially SCFTs. In this talk, I will introduce my recent works on the subject, with a particular emphasis on their generalized global symmetries. In particular, I will present the computation of higher-form symmetries and non-invertible symmetries for non-Lagrangian QFTs, using the geometric engineering approach.