How to get to and back from Dashatou Wharf in Guangzhou?

Is there are metro we can take if coming from near Kecun area to go on a late ferry? It finishes around 11pm and we may not make it back to take the metro to return to Zhujiang New Town but are you aware if any buses run after 11pm and would take us closer to that area?