2 papers
cs.IR2025
Multi-Item-Query Attention for Stable Sequential Recommendation
Mingshi Xu, Haoren Zhu, Wilfred Siu Hung Ng
The inherent instability and noise in user interaction data challenge sequential recommendation systems. Prevailing masked attention models, relying on a single query from the most…
cs.IR2022
Influential Recommender System
Haoren Zhu, Hao Ge, Xiaodong Gu +2
Traditional recommender systems are typically passive in that they try to adapt their recommendations to the user's historical interests. However, it is highly desirable for commer…