39 citations · 107 across the 16 of their papers we have counts for
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cs.LG2025★ 1 cited
GPU Kernel Scientist: An LLM-Driven Framework for Iterative Kernel Optimization
Martin Andrews, Sam Witteveen
Optimizing GPU kernels for high performance is a complex task, often demanding deep architectural knowledge, extensive profiling, and iterative experimentation. This challenge is a…
cs.LG2019★ 21 cited
Transformer to CNN: Label-scarce distillation for efficient text classification
Yew Ken Chia, Sam Witteveen, Martin Andrews
Significant advances have been made in Natural Language Processing (NLP) modelling since the beginning of 2018. The new approaches allow for accurate results, even when there is li…