To unfollow in bulk on Instagram, manually go to your "Following" list and unfollow accounts one by one, keeping in mind Instagram's action limits. Use trusted third-party apps like "Followers & Unfollowers" for faster results, but be cautious of security risks. You can also mute or restrict accounts if you prefer not to unfollow completely. Avoid mass unfollowing too quickly to prevent temporary restrictions.