London to Hong Kong

Hi there, I wish to fly to Hong Kong in September. The flights I have looked at do not stop over in Beijing. Can I book a flight from Hong kong to Beijing and say there for 48 hours before returning back to Hong kong and then London without a Chinese visa?

If not, how do I find a flight with a layover long enough for me to stay in Beijing for 48 hours

Many thanks,
Sam