A control circuit for a switching regulator can include: a control signal generation circuit configured to generate a control signal for controlling switching states of power switches in the switching regulator; where, in a first state of the switching regulator, the control signal is generated in accordance with a loop feedback signal that is generated based on a difference between an output voltage and a desired output voltage; and where, in a second state of the switching regulator, the control signal is generated in accordance with a reference voltage by disabling the loop feedback signal.