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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

Jinyi Huang

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Conference Open access Jun 2026

Compositional Context Fine-Tuning Vision-Language Model for Complex Assembly Action Understanding from Videos

A Layer-Partitioned Alternating Training (LP-AT) method is presented, which assigns distinct model layers to recognize specific action elements through element-specific low-rank adapters and alternates weight updates across element-specific adapters, reducing cross-task interference while enabling per-adapter hyperpara...

Hao Zheng, Jin-Yi Huang, Tian-Tian Zheng et al. · 0 citations

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