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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Enhao Cheng

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Preprint Sep 2026

LIFT: A Lifecycle-aware Interaction Factorization Transformer for Unified Retrieval and Ranking

Cascaded recommender systems use the same user history for retrieval and ranking, while the two stages have access to different information at different points of an interaction. We propose the Lifecycle-aware Interaction Factorization Transformer (LIFT), which decomposes each interaction into ordered Request, Item, Co...

Ke-Ji Miao, En-Hao Cheng, Yan Li et al. · 0 citations
Book Open access Aug 2026

A Non-parametric Multi-view Model for Short Text Clustering

A novel and efficient clustering algorithm based on collapsed Gibbs sampling is proposed, which automatically infers the number of clusters from the data and identifies representative words for each cluster, thereby enabling fully non-parametric and interpretable clustering.

En-Hao Cheng, Xiaolong Zheng, Jintong Li et al. · 0 citations

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