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Quazi Ishtiaque Mahmud

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The Landscape and Challenges of HPC Research and LLMs

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Feb 07, 2024
Le Chen, Nesreen K. Ahmed, Akash Dutta, Arijit Bhattacharjee, Sixing Yu, Quazi Ishtiaque Mahmud, Waqwoya Abebe, Hung Phan, Aishwarya Sarkar, Branden Butler, Niranjan Hasabnis, Gal Oren, Vy A. Vo, Juan Pablo Munoz, Theodore L. Willke, Tim Mattson, Ali Jannesari

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AUTOPARLLM: GNN-Guided Automatic Code Parallelization using Large Language Models

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Oct 09, 2023
Quazi Ishtiaque Mahmud, Ali TehraniJamsaz, Hung D Phan, Nesreen K. Ahmed, Ali Jannesari

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PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis

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May 31, 2023
Ali TehraniJamsaz, Quazi Ishtiaque Mahmud, Le Chen, Nasreen K. Ahmed, Ali Jannesari

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Learning to Parallelize with OpenMP by Augmented Heterogeneous AST Representation

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May 09, 2023
Le Chen, Quazi Ishtiaque Mahmud, Hung Phan, Nesreen K. Ahmed, Ali Jannesari

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