Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling

Yu-Ting Lan, Yang Huo, Yi Shen +2

The item cold-start problem is critical for online recommendation systems, as the success of this phase determines whether high-quality new items can transition to popular ones, re…