T RACE : Evaluating Execution Efficiency of LLM-Based Code Translation
Zhi-Hao Gong, Ze-Yu Sun, Dong Huang et al.
· 0 citations
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AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
2 papers indexed here
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Preprint
Aug 2026
Ockhamareto: Pareto-Gated Segment-Level Credit Assignment for Concise Unit-Test Generation with Reinforcement Learning
Ockhamareto is introduced, a single-shot GRPO framework for unit-test generation and selection, based on the principles of Ockham's Razor and Pareto Optimality, and it is shown that the knee point of the optimal trade-off between efficiency and effectiveness on the Pareto front is not correlated with obvious more easil...
Dong Huang, Mark Harman, Jie M. Zhang et al.
· 3 citations