Palestinian activist Mahmoud Khalil, who has been detained since his arrest in March, took the stand Thursday during a hearing on his immigration status.

As Khalil’s immigration case plays out in Louisiana, his attorneys have also challenged his detention and potential deportation before a federal judge in New Jersey. That judge last week ...