Rooms are available at Churchill College.  Though it is unlikely they will all be filled please book early to avoid disappointment.  A full English breakfast is included in the prices.  The standard rooms all have their own private wash basin but share a shower or bath and WC.

https://www.chu.cam.ac.uk/conferences/services/bandb/