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Kshitij Dubey

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#large language models Open access Oct 2026

Equivalence Checking of ML GPU Kernels

With the rapid progress of deep learning and large language models (LLMs), companies spend enormous sums executing GPU kernels. These kernels have become prime targets for aggressive optimization. Recent efforts increasingly leverage LLMs to generate GPU kernels, but make no formal guarantees about the generated kernel...

Benjamin Driscoll, Kshitij Dubey, Anjiang Wei et al. · Proceedings of the ACM on Pr... · 1 citation