Change the airport in Shanghai

Hey, I'm flying from Seoul to Bangkok and have six hours stopover in Shanghai. I arrive at Hongqiao International airport and leave from Pu Dong airport. This means I have to shift the airport within these six hours. Do I need a visa for this or not? Thank you in advance.