Posts tagged Large Language Models

Advancing HPC Education with an Agentic Tutoring System (EduHPC 2025)

This post highlights a recent EduHPC 2025 paper doi:10.1145/3731599.3767386 led by my PhD student Erik Pautsch and co-supervised by me and Silvio Rizzi at Argonne National Laboratory.

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SysLLMatic: Large Language Models as Software System Optimizers (2025)

This paper was led by Huiyun Peng and Akhil Gupte (Purdue University), working with James C. Davis, Yung-Hsiang Lu, and others including Ryan Hasler and Nicholas J. Eliopoulos. I am one of the key leaders of this research project. The work is available as an arXiv preprint (arXiv:2506.01249).

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LLMs for Energy-Efficient Code: Emerging Results and Future Directions (2024)

This paper was led by Huiyun Peng and Akhil Gupte (Purdue University), working with James C. Davis and Yung-Hsiang Lu. I am one of the key leaders of this research project. The work is available as an arXiv preprint (arXiv:2410.09241).

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