do i need a chinese visa? i am a philippines passport holder. guangzhou transit from hong kong?

hi I am a Philippine passport holder. my flight is manila-guangzhou- manila. i plan to visit hong kong thru guangzhou and back . Do i need to apply for chinese visa again to reentry for my flight to manila?

matthew