Yang Zhou

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Publication activitypapers/week, last 8 weeks

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Code Generation & Program Synthesis (1)Distributed Systems & Hardware (1)

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Shuang Ma (1)Yuyi Li (1)Yihan Zhang (1)Hezhi Xie (1)

Papers (1)

Aug 5, 2026

Shuang Ma +153w ago

CommBench: Can LLMs Write Correct and Efficient GPU Communication Code?

LLMs struggle to match expert-level performance in GPU communication tasks, with top models achieving only 30.7% success in generating efficient code.

Shuang Ma, Yuyi Li, Yihan Zhang +13

Code Generation & Program Synthesis Distributed Systems & Hardware

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Yang Zhou

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)