Khotan

Traffic Hotel
¥30 for a bed in a three bed dorm with shared toilets down the hall; ¥100-120 for a private double room with attached bathroom
At the main bus station

Takes foreigners.

There are plenty of cheap places, but foreigners are often not allowed to stay there but are referred to the more expensive foreigner places.