There is only one train on the route Kowloon –Guangzhou. Departure time at Kowloon is 15:15, which doesn’t fit your plan. However, there are direct shuttles available from Hong Kong to Guangzhou and Shenzhen. Maybe you can choose to take the shuttle. For the detailed schedule, u could ask some locals.