Yueyang Book City (opposite the Confucian Temple in Tumen Street)
Citonghua Bookstore Jindong Yang Bookstore (East Street)
There are also some bookstores, such as Wanxue (No.5 Middle School and No.1 Middle School) and Yiyou.
Xiaofeng Bookstore (9 1 Road, near the Cultural Palace) is very good if you want to buy books.