can i purchase train ticket online from Hong Kong to Guangzhou. Can i change date after purchase?

Yes, you can. I recommend you to book the tickets from Travel China Guide, a trustworthy travel agency. If needed, here is their contact:
bookingtravelchinaguide.com

You can change ticket for another date, but you have to return the original one and pay a little amount of service fee.