Quazi Ishtiaque Mahmud

12 papers A* 1A 1Journal 5Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs. NAACL (Long Papers) Quazi Ishtiaque Mahmud, Ali TehraniJamsaz, Hung D. Phan, Le Chen, Mihai Capota, Theodore L. Willke, Nesreen K. Ahmed, Ali Jannesari
2025	A	`conf`	ConTraPh: Contrastive Learning for Parallelization and Performance Optimization. ICS Quazi Ishtiaque Mahmud, Ali TehraniJamsaz, Nesreen K. Ahmed, Theodore L. Willke, Ali Jannesari
2025	—	`conf`	Data Race Satisfiability on Array Elements. IWOMP Junhyung Shim, Quazi Ishtiaque Mahmud, Ali Jannesari
2025	J	`jnl`	Data Race Satisfiability on Array Elements. CoRR Junhyung Shim, Quazi Ishtiaque Mahmud, Ali Jannesari
2025	—	`conf`	Differential Testing for Sequential to Parallel Transformations. SC Workshops Jobayer Ahmmed, Quazi Ishtiaque Mahmud, Junhyung Shim, Liyi Li, Ali Jannesari, Myra B. Cohen
2024	J	`jnl`	The Landscape and Challenges of HPC Research and LLMs. CoRR 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
2023	J	`jnl`	AUTOPARLLM: GNN-Guided Automatic Code Parallelization using Large Language Models. CoRR Quazi Ishtiaque Mahmud, Ali TehraniJamsaz, Hung D. Phan, Nesreen K. Ahmed, Ali Jannesari
2023	—	`conf`	Learning to Parallelize with OpenMP by Augmented Heterogeneous AST Representation. MLSys Le Chen, Quazi Ishtiaque Mahmud, Hung Phan, Nesreen K. Ahmed, Ali Jannesari
2023	J	`jnl`	Learning to Parallelize with OpenMP by Augmented Heterogeneous AST Representation. CoRR Le Chen, Quazi Ishtiaque Mahmud, Hung Phan, Nesreen K. Ahmed, Ali Jannesari
2023	A*	`conf`	PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis. NeurIPS Ali TehraniJamsaz, Quazi Ishtiaque Mahmud, Le Chen, Nesreen K. Ahmed, Ali Jannesari
2023	J	`jnl`	PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis. CoRR Ali TehraniJamsaz, Quazi Ishtiaque Mahmud, Le Chen, Nesreen K. Ahmed, Ali Jannesari
2022	—	`conf`	Multi-View Learning for Parallelism Discovery of Sequential Programs. IPDPS Workshops Le Chen, Quazi Ishtiaque Mahmud, Ali Jannesari