Hi, from Dubai to Guangzhou, there are both connecting flights and direct flights available daily. And generally, taking direct flights will be cheaper than taking connecting flights. Here is the daily direct flight schedule for your reference:
Dubai- Guangzhou EK362 1035/2220

For more details, you can consult the booking agency or just fill in the online booking form in the website with your exact departure date.