will be heading to hong kong end of next week and have plans to visit guangzhou and shengzhen, is there any visa issues that I should be aware of?

My friend from HK told me that I could obtain the visa to enter GuangZhou from HK so there is no need for me to apply for chinese visa here in Malaysia.

Anyone has similar experiences?