Multimodal pretraining, adaptation, and generation for recommendation: A survey

Q Liu, J Zhu, Y Yang, Q Dai, Z Du, XM Wu… - Proceedings of the 30th …, 2024 - dl.acm.org
Personalized recommendation serves as a ubiquitous channel for users to discover
information tailored to their interests. However, traditional recommendation models primarily …

A Collaborative Ensemble Framework for CTR Prediction

X Liu, Z Zeng, X Liu, S Yuan, W Song, M Hang… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent advances in foundation models have established scaling laws that enable the
development of larger models to achieve enhanced performance, motivating extensive …