Canadian Citizen to HK with 1-2 day trips to China

Hi, I’m a Canadian citizen travelling from Vancouver to Hong Kong for 3 weeks. I'd like to take some short trips (1 or 2-days) from HK to surrounding areas in China like Shenzhen or Guangzhou, Do I need to apply for Chinese visa? Thanks!