PTF-FSR: A Parameter Transmission-Free Federated Sequential Recommender System

W Yuan, C Yang, L Qu, NQV Hung, G Ye… - ACM Transactions on …, 2025 - dl.acm.org
Sequential recommender systems, as a specialized branch of recommender systems that
can capture users' dynamic preferences for more accurate and timely recommendations …

LLM-Powered Text Simulation Attack Against ID-Free Recommender Systems

Z Wang, M Gao, J Yu, X Gao, QVH Nguyen… - arxiv preprint arxiv …, 2024 - arxiv.org
The ID-free recommendation paradigm has been proposed to address the limitation that
traditional recommender systems struggle to model cold-start users or items with new IDs …