Since Chinese academia was more or less connected with officialdom, the academic dress of ancient China is essentially that of official dress.
Another form of dress was those of the literati and scholars who wore simple everyday dress but wore hats that distinctively indicated their status, such as the si-fang pingding jin (四方平定巾; or simply, fangjin: 方巾), the Chinese equivalent of the "mortarboard".