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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Kaixiong Zhou

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Preprint Aug 2026

VINCENT: Validated Interaction Network for Cross-drug Explanation of Therapeutics

Drug synergy prediction estimates whether two drugs produce a stronger joint effect than expected from their individual activities. For drug combination discovery, a single synergy score is often not enough: researchers also need to know which molecular regions jointly drive the prediction. We study motif-pair synergy...

Fan-Sheng Chuang, Xu-Cheng Li, Yuntong Bian et al. · 0 citations
Book Open access Aug 2026

ReLU: Refined Chunk Embeddings Learning for Ultra-long SNP Genomic Prediction in Crop Breeding

Genomic prediction can accelerate crop breeding by predicting phenotypes from genome-wide SNP sequences. In practice, this task operates in a severe p \gg n regime, hundreds of thousands to millions of SNPs but only thousands of samples, making end-to-end deep learning prone to overfitting. Genomic foundation models he...

Hua-Chi Zhou, Jia-He Du, Yu-Jing Zhang et al. · 0 citations

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