Mahmud, Quazi Ishtiaque
- The Landscape and Challenges of HPC Research and LLMs
2024/02/03 by Chen, Le, Ahmed, Nesreen K., Dutta, Akash +14 · 8 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs
2023/10/06 by Mahmud, Quazi Ishtiaque, TehraniJamsaz, Ali, Phan, Hung +5 · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning to Parallelize with OpenMP by Augmented Heterogeneous AST Representation
2023/05/09 by Chen, Le, Mahmud, Quazi Ishtiaque, Phan, Hung +2 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis
2023/05/31 by TehraniJamsaz, Ali, Mahmud, Quazi Ishtiaque, Chen, Le +2 · 1 citation
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Programming Languages (cs.PL) #and Cluster Computing (cs.DC)