Quazi Ishtiaque Mahmud

According to our database, Quazi Ishtiaque Mahmud authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The Landscape and Challenges of HPC Research and LLMs.

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 Muñoz, Theodore L. Willke, Tim Mattson, Ali Jannesari

CoRR, 2024

2023

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

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

CoRR, 2023

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

Ali TehraniJamsaz, Quazi Ishtiaque Mahmud, Le Chen, Nesreen K. Ahmed, Ali Jannesari

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Learning to Parallelize with OpenMP by Augmented Heterogeneous AST Representation.

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

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

2022

Multi-View Learning for Parallelism Discovery of Sequential Programs.

Le Chen, Quazi Ishtiaque Mahmud, Ali Jannesari

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022