We recommend Best One Pizza. The pizza is very good (50-70CNY) and the Oriental-style pasta is interesting (1-2CNY). You can walk there. It's inside a kind of market in front of Drum Tower: at the end of the main street, on the left, in front of what looks like a Chinese temple.
