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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

Huan Zhang

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3 papers indexed here

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Open access Oct 2026

BCaLLM: Call Graph-Guided Python Breaking Change Detection with Large Language Models

Software libraries frequently evolve, introducing breaking changes that disrupt client applications. Existing detection approaches primarily target static programming languages or focus on syntactic changes, leaving behavioral breaking changes in dynamic languages such as Python underexplored. This task is particularly...

Wei Cheng, Chen Shen, Huan Zhang et al. · 0 citations
#artificial intelligence Preprint Oct 2026

On the Chain-of-Thought Monitorability of Looped Language Models

Chain-of-thought (CoT) monitoring provides a promising approach for detecting undesirable model behavior. Looped language models (LoopLMs) repeatedly apply shared transformer layers, increasing effective computational depth and enabling additional latent computation without increasing model size. However, the effect of...

Han Wang, Ishwar B. Balappanawar, Huan Zhang · 0 citations

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