Hi @Jing Zhao
This is by design, and currently guest users cannot use the graph API to list chat members, even if the guest has already been added to the chat. I can also reproduce your issue locally:
If the answer is helpful, please click "Accept Answer" and kindly upvote it. If you have extra questions about this answer, please click "Comment".
Note: Please follow the steps in our documentation to enable e-mail notifications if you want to receive the related email notification for this thread.