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cs.IR2024★ 1 cited
Facet-Aware Multi-Head Mixture-of-Experts Model for Sequential Recommendation
Mingrui Liu, Sixiao Zhang, Cheng Long
Sequential recommendation (SR) systems excel at capturing users' dynamic preferences by leveraging their interaction histories. Most existing SR systems assign a single embedding v…
cs.CR2024★ 1 cited
Mask-based Membership Inference Attacks for Retrieval-Augmented Generation
Mingrui Liu, Sixiao Zhang, Cheng Long
Retrieval-Augmented Generation (RAG) has been an effective approach to mitigate hallucinations in large language models (LLMs) by incorporating up-to-date and domain-specific knowl…