10 citations · 20 across the 7 of their papers we have counts for
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cs.AI2026
Beyond Pass@k: Measuring Reliability and Security of Agentic Code Generation
Jiajun Jiang, Sharon Zheng, Natan Vidra +1
AI coding agent benchmarks rank agents with the Chen et al. (2021) pass@k estimator, but current implementations misapply it: they set n to the number of unit tests in a single sub…
cs.SE2026
Towards Better Linux Kernel Fault Localization: Leveraging Contrastive Reasoning and Hierarchical Context Analysis
Haichi Wang, Ruiguo Yu, Yesong Pang +4
Debugging the Linux kernel remains a formidable challenge due to its vast codebase, complex architecture, and low-level programming intricacies. Effective fault localization (FL) i…