Hello! It&;s not far, but there is no direct bus.
1. Take the ferry (Yuzhu Wharf-Xinzhou Wharf) to the whampoa Military Academy Pier, get off at Xinzhou Wharf, take bus No.262 to Huangpu Technical School Station across the street, and transfer to bus No.229 to get off at Pazhou Shijicun (Huangpu Ancient Port) Terminal (if you are not afraid to walk, you can take bus No.262 to Huangpu Village Station and walk there via Huangpu Village archway, but you should ask people all the way or you will be afraid of going the wrong way).
2. Take bus No.383 at Changzhou Road Junction (Whampoa Military Academy) Station and get off at Comprehensive Commercial North Zone Station (University Town). Walk to the entrance A of the North Station of Metro University Town, take the entrance B of Wanshengwei Station of Metro No.4, walk to Huangpu Technical School Station, and take bus No.229 to get off at the main station of Shijicun (Huangpu Gugang) in Pazhou.