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

Author

Yunqi Zhang

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Open access Sep 2026

Structured Spike-and-Slab Variational Bayes for High-Dimensional Non-Normal Generalized Linear Mixed Models

High-dimensional non-normal longitudinal data are ubiquitous across fields such as genomics, biomedicine, microbiome research, and the social sciences. Such data often combine non-normal responses, within-subject dependence and sparse population effects. We develop a structured variational Bayesian procedure: variation...

Jie-Yi Yi, Ying Wu, Yun-Qi Zhang · 0 citations
Open access Jul 2026

Boosting the Transferability of Adversarial Attacks with Semantic-Invariance and Low-Gradient Replacement

Deepneural networks are highly vulnerable to adversarial examples, which are generatedby introducing subtle perturbations to input data to mislead model classification. Currently,transfer-based attacks are prevalent in adversarial example generation and canbe categorized into input transformation-based and gradient-bas...

Yunqi Zhang, Wei Chen, Lei Zhao et al. · 0 citations

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