Multi-Flight Destination

I have a multi-destination flight from Dallas to Beijing and Flying to Sydney to Dallas. I'll only be in Beijing for 2 days. Then we have 1 way to tickets to other countries in Asia. We are not coming back to Beijing. But for one of our trips we do have a 5 hour layover in Hong Kong. Do I need to purchase a Visa?