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

Author

Deng-Hui Zhang

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#graph neural networks Sep 2026

EXPRESS: Let Clickstream Talk: A Graph Neural Network Approach to Sales Forecasting

A deep learning framework that extracts cross-product relationships and demand information from clickstream data for probabilistic sales forecasting that outperforms state-of-the-art benchmark models by 10-28% in forecast accuracy and yields superior probabilistic forecasts with substantially lower quantile loss and im...

Rong Liu, Zi-Han Chen, Deng-Hui Zhang et al. · 0 citations
Book Open access Aug 2026

Evidencing LLM Misuse: A Hands-on Forensic Tutorial on Copyright Infringement and Plagiarism Detection

This tutorial presents a unified forensic perspective on LLM content misuse, combining hands-on copyright-risk auditing with a flexible plagiarism module, and equips attendees with practical and conceptual tools for auditing black-box models, interpreting similarity evidence, and understanding content misuse beyond sim...

Deng-Hui Zhang, Guangwei Zhang, Dongwon Lee · 0 citations

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