This work critically evaluates GQDs through a “synthesis–structure–property–biological function–translation” framework, covering bioimaging, biosensing, drug and gene delivery, and photothermal/photodynamic therapy, covering bioimaging, biosensing, drug and gene delivery, and photothermal/photodynamic therapy.