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cs.CL2025
How Many Code and Test Cases Are Enough? Evaluating Test Cases Generation from a Binary-Matrix Perspective
Xianzhen Luo, Jinyang Huang, Wenzhen Zheng +5
Evaluating test cases automatically generated by Large Language Models (LLMs) is a critical yet challenging task. Existing benchmarks often evaluate the exclusion ratio on large, u…
quant-ph2025
Entropy Flow at the Quantum Limit
Marco A. Jimenez-Valencia, Parth Kumar, Yiheng Xu +2
Thermal management is a key challenge, both globally and microscopically in integrated circuits and quantum technologies. The associated heat flow has been understood since t…