Abstract Graph states are one of the most significant classes entangled states, serving as quantum resources for technologies. Recently, integrated photonics is becoming a promising platform information processing, enabling generation, manipulation, and measurement photonic states. This article summarizes state-of-the-art experimental progress advances in chip-based graph