4 citations · 5 across the 6 of their papers we have counts for
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cs.SE2025★ 4 cited
The Debugging Decay Index: Rethinking Debugging Strategies for Code LLMs
Muntasir Adnan, Carlos C. N. Kuhn
The effectiveness of AI debugging follows a predictable exponential decay pattern; most models lose 60-80% of their debugging capability within just 2-3 attempts, despite iterative…
cs.SE2025★ 1 cited
Large Language Model Guided Self-Debugging Code Generation
Muntasir Adnan, Zhiwei Xu, Carlos C. N. Kuhn
Automated code generation is gaining significant importance in intelligent computer programming and system deployment. However, current approaches often face challenges in computat…