Please make sure that you check the Reports > Usage Reports > Active Host (may be Usage instead). (Here is a direct link) That page should allow you to narrow the search range to find the meeting, then the number under the Participants column should be clickable and show you more info about exactly who joined, exactly when they joined, and when they left the session.

Hope that helps and please make sure to mark the solution as accepted if this information is what you needed.