Visiting Guangzhou from Hong Kong with a Fiji Passport

Hi guys,

I plan to visit Hong Kong for 2 weeks which I understand is exempted from visa for 90 days for Fiji Passport. While there, I am planning to visit Guangzhou(single entry) via the Express Rail Link. Do I need to apply for a China entry permit to Guangzhou if I travel this way?