Yuhan Zhou
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126
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2026
PassNet: Scaling Large Language Models for Graph Compiler Pass Generation
The paper introduces PassNet, a large-scale ecosystem for generating compiler passes using LLMs, demonstrating that LLMs can significantly accelerate graph compilation for long-tail workloads, suggesting that consistency is the primary bottleneck.
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cs.AIcs.LGcs.PLRecentMay 28, 2026
PassNet: Scaling Large Language Models for Graph Compiler Pass Generation
Yiqun Liu, Yingsheng Wu, Ruqi Yang, Enrong Zheng +10 more
The paper introduces PassNet, a large-scale ecosystem for generating compiler passes using LLMs, demonstrating that LLMs can significantly accelerate graph compilation for long-tail workloads, suggest…
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