I suggest you take a bus from Fangcun Bus Terminal to Daliang, Shunde. There are many trains, which run every half hour. You can buy a return ticket when you get off the bus for an hour, and the latest train is 19: 45.
Your route to Fangcun Bus Terminal: Take Metro Line 5 at Wuyangcun Station, get off at Yangji Station, transfer to Metro Line 1, get off at Kengkou Station, exit B, and cross the overpass to the second floor of the bus terminal.