Causal inference has recently garnered significant interest among recommender system
(RS) researchers due to its ability to dissect cause-and-effect relationships and its broad …

Accurate prediction of coupon usage is crucial for promoting user consumption through
targeted coupon recommendations. However, in real-world coupon recommendations, the …

Short video recommendations often face limitations due to the quality of user feedback,
which may not accurately depict user interests. To tackle this challenge, a new task has …

With the rising prominence of short video platforms, the challenge of effective content
recommendation has become more pressing, especially given the diverse range of video …

Leveraging the development of structural causal model (SCM), researchers can establish
graphical models for exploring the causal mechanisms behind machine learning …

Short video has attracted many users with its unique phantom manufacture and image
production, but due to the limitation in data collection and analysis, the video-making …