Lyuxin Xue

Factorial User Modeling with Hierarchical Graph Neural Network for Enhanced Sequential Recommendation

2022 · arXiv (Cornell University)

Most sequential recommendation (SR) systems employing graph neural networks (GNNs) only model a user's interaction sequence as a flat graph without hierarchy, overlooking diverse factors in the user's preference. Moreover, the timespan between interacted items …