Can a landlord stop a tenant from subletting a rent-stabilized apartment?

When I started my new job in New York City, I was all ready renting my apartment which is located near my office. I am planning to move into another apartment with two bedrooms and one bathroom. Can a landlord stop a tenant from subletting a rent-stabilized apartment? I have heard that a landlord can require a credit check and use this information to reject a subtenant. Is this true?