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Ali Jannesari

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The Landscape and Challenges of HPC Research and LLMs

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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Position Paper: The Landscape and Challenges of HPC Research and LLMs

Feb 03, 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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OMPGPT: A Generative Pre-trained Transformer Model for OpenMP

Jan 28, 2024
Le Chen, Arijit Bhattacharjee, Nesreen Ahmed, Niranjan Hasabnis, Gal Oren, Vy Vo, Ali Jannesari

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LEFL: Low Entropy Client Sampling in Federated Learning

Dec 29, 2023
Waqwoya Abebe, Pablo Munoz, Ali Jannesari

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CompCodeVet: A Compiler-guided Validation and Enhancement Approach for Code Dataset

Nov 11, 2023
Le Chen, Arijit Bhattacharjee, Nesreen K. Ahmed, Niranjan Hasabnis, Gal Oren, Bin Lei, Ali Jannesari

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

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

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Bridging the Gap Between Foundation Models and Heterogeneous Federated Learning

Oct 04, 2023
Sixing Yu, J. Pablo Muñoz, Ali Jannesari

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Evaluating and Optimizing the Effectiveness of Neural Machine Translation in Supporting Code Retrieval Models: A Study on the CAT Benchmark

Aug 09, 2023
Hung Phan, Ali Jannesari

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

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

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