After joining the team, the app will take you to that team’s conversation. Here, you can view the full conversation history, and a message will appear in the message thread notifying the team that you have joined.
You can also find that team at any time via your conversation list by going to the Teams tab in the Message menu, or by searching it via the search bar at the top of the app.