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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

Dingbang Wang

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Book Open access Oct 2026

Mobile Bug Reproduction via Global State Reprioritization and LLM-Guided Trajectory Exploration

Mobile bug reproduction is essential to effective debugging in software engineering. Recent methods leveraging Large Language Models (LLMs) have shown significant performance gains over traditional techniques in automating this task. However, existing LLM-based methods remain constrained by two major limitations. First...

Ding-Bang Wang, Si-Dong Feng, William G. J. Halfond et al. · 0 citations
Preprint Aug 2026

ConFL: Explainable Concurrent Fault Localization via Hierarchy-Guided LLM Reasoning

Experiments on real-world concurrent bugs from eight large-scale Java projects show that ConFL significantly outperforms state-of-the-art IR-based and LLM-based baselines, achieving an MRR of 0.503 and a MAP of 0.486.

Shuai Shao, Dingbang Wang, Yiming Zeng et al. · 0 citations

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