Systems and methods for controlling multiple shared displays in an electronic collaboration setting. In some embodiments, an Information Handling System (IHS) may include a processor and a memory coupled to the processor, the memory including program instructions stored thereon that, upon execution by the processor, cause the IHS to: identify a first characteristic of an electronic collaboration session, at least in part, using an image sensing device; identify a second characteristic associated with a given participant of the electronic collaboration session, at least in part, using a proximity sensing device; and control an attribute of a display used in the electronic collaboration session based upon a combination of the first and second characteristics.