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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

Rui-Jie Cai

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Sep 2026

InterFuse: Scalable Detection of Memory Safety Violations via Differential Reasoning and Hierarchical Context Fusion

This work proposes InterFuse, a framework for differential path reasoning that builds compact interprocedural control-flow graphs with targeted pruning, samples high-contrast paths via genetic optimization, and uses hierarchical fusion with a lightweight concatenation-based module to enhance discriminative signals.

Yao Zhang, Rui-Jie Cai, Xiao-Kang Yin et al. · 0 citations

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