Actually, you can use @Query to perform a delete.
@Query("DELETE FROM users WHERE user_id = :userId")
abstract void deleteByUserId(long userId);
Extracted from Query javadoc:
UPDATE or DELETE queries can return void or int. If it is an int, the
value is the number of rows affected by this query.