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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

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Chunqi Guo

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#artificial intelligence Book Open access May 2026

Relational Retrieval: Leveraging Known-Novel Interactions for Generalized Category Discovery

This study tackles Generalized Category Discovery via a Relational Retrieval perspective, explicitly coupling labeled and unlabeled data through bidirectional knowledge transfer, and proposes Relational Pattern Consistency (RPC) that enables mutual enhancement.

Yulin Xu, Chunqi Guo, Yuanzhen Shuai et al. · 3 citations

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