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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

Minghua Wang

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Open access Jul 2026

KaPilot: LLM-Assisted Generation of Kani Specifications for Unsafe Rust Verification

KaPilot is presented, a multi-agent framework for automatically generating specifications to verify unsafe Rust memory safety using Kani, and the shuffle-and-implication strategy is applied to systematically determine the best specification from these candidates.

Ming-Hua Wang, Yu-Xi Ling, Ming-Zhi Gao et al. · 0 citations
Book Open access Apr 2026

HarnessLLM: Rust Verification Harness Generation with Large Language Models

This paper presents HarnessLLM, an automated workflow that leverages LLMs to generate verification harnesses for Rust code directly from existing test suites and is the first work to use LLMs for generating harnesses aimed at memory safety verification in real-world Rust projects.

Minghua Wang, Yuwei Liu, Lin Huang · 0 citations

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