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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

Yichen Fan

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Aug 2026

AILMIR: Agent and incremental learning-based multimodal information retrieval for complex multi-hop multimedia queries

The Agent and Incremental Learning-based Multimodal Information Retrieval (AILMIR) framework is introduced, shifting the paradigm toward a dynamic Plan-Execute-Reflect cognitive loop, and a Non-Parametric Case-Based Memory is proposed that sediments successful reasoning trajectories, enabling efficient Domain Incremental Learning without destructive gradient updates.

Yichen Fan, Zihan Yang, Haitao Qin et al. · 0 citations

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