for info about Chinese citizhship

For some reason, I have a Canadian passport. I also have US green card. I now want to keep my Chinese citizenship. Does Anyone know whether I can continue to renew my Chinese passport and use my Chinese passport to go back China and use US green card to come back?

This is not because I want to save visa fees, but because Chinese passport matches with me better.

Thanks for your information