All the applicants listed on your green card application will need to be present during the interview at the embassy. This means that if your husband is sponsoring you and your 2 childrens, the 3 of you will need to attend the interview.

The sponsor (in this case your husband) does not need to be present during the interview. (However, he will need to be the one starting the process at the embassy at the beginning of the application.)