Modern recommender systems are trained to predict users’ potential future interactions from historical behavior data. During the interaction process, despite data coming user side, also generate exposure provide users with personalized recommendation slates. Compared sparse data, system much larger in volume since only very few exposed items would be clicked by user. In addition, privacy sensit...