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

Author

Mengyang Ma

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Preprint Sep 2026

EvoSkillRec: Skill-Genome Evolution for Recommender Architecture Discovery

Modern recommender systems advance not only by scaling data and parameters, but also by encoding task-specific inductive biases through architecture, including sparse feature interactions for click-through rate (CTR) prediction, temporal attention for sequential recommendation, and expert routing for multi-task learnin...

Xiao-Peng Li, Kuo Cai, Bo Chen et al. · 0 citations
Book Jul 2026

GAAF: Fast and Scalable Graph-based Vector Similarity Search with Any-Match Label Filtering

GAAF, a frequency-aware Graph Ensemble framework that decouples the handling of high- and low-frequency labels, is proposed, a frequency-aware Graph Ensemble framework that significantly outperforms state-of-the-art baselines.

Mengyang Ma, Xizhe Yin, Junqiao Qiu · 0 citations

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