54 citations · 54 across the 2 of their papers we have counts for
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cs.IR2025
Shilling Recommender Systems by Generating Side-feature-aware Fake User Profiles
Yuanrong Wang, Yingpeng Du
Recommender systems (RS) greatly influence users' consumption decisions, making them attractive targets for malicious shilling attacks that inject fake user profiles to manipulate…
cs.IR2023
Deep Mutual Learning across Task Towers for Effective Multi-Task Recommender Learning
Yi Ren, Ying Du, Bin Wang +1
Recommender systems usually leverage multi-task learning methods to simultaneously optimize several objectives because of the multi-faceted user behavior data. The typical way of c…
cs.IR2022★ 54 cited
Improving Item Cold-start Recommendation via Model-agnostic Conditional Variational Autoencoder
Xu Zhao, Yi Ren, Ying Du +2
Embedding & MLP has become a paradigm for modern large-scale recommendation system. However, this paradigm suffers from the cold-start problem which will seriously compromise the e…