Recently, organic and inorganic halide perovskites are one of the most popular semiconductors owing to their enormous potential for optoelectronic application, such as photovoltaics (PV), light-emitting diode (LED), photodetector, and so on. The photoelectric conversion efficiency of 3D organic-inorganic hybrid perovskite solar cells has increased rapidly; however, the commercialization of the related devices is largely hampered by the poor stability of perovskite materials under environmental stress. Compared to 3D halide perovskites, quasi-2D (Q-2D) perovskites have improved moisture stability and less tendency for ion migration, which offers a new approach to stabilize perovskite-based optoelectronic devices. Furthermore, Q-2D hybrid perovskites have diverse structures with different quantum confinement and dielectric confinement characteristics, which enables the fine-tuning of their optoelectronic properties through structure engineering. Depending on the different structures of spacer organic cations, the Q-2D perovskite structure mainly includes Ruddlesden-Popper (RP) phase structure, Dion-Jacobson (DJ) phase structure, and alternating cation in the interlayer space (ACI) phase structure. In this review, the state-of-the-art in Q-2D perovskites is discussed based on their structural engineering, and an overview of PV and LEDs applications is provided. Finally, a brief outlook with respect to the development of Q-2D perovskite materials, as well as advanced device, is provided.