Dear Ankita,
You will have to follow the process of termination. Send him letters, asking him to join back within a stipulated time frame. After 2 such letters, you can send across the termination letter for unauthorized absence and leaves. Ensure that the communication is done through the Speed Post, so that the same can be tracked.
Regards,