Ali TehraniJamsaz

20 papers A* 2A 4Journal 10Unranked 4
YearRankTypeTitle / 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 J jnl
OMPILOT: Harnessing Transformer Models for Auto Parallelization to Shared Memory Computing Paradigms.
CoRR
Arijit Bhattacharjee, Ali TehraniJamsaz, Le Chen, Niranjan Hasabnis, Mihai Capota, Nesreen K. Ahmed, Ali Jannesari
2024 A* conf
CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming.
NeurIPS
Ali TehraniJamsaz, Arijit Bhattacharjee, Le Chen, Nesreen K. Ahmed, Amir Yazdanbakhsh, Ali Jannesari
2024 J jnl
CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming.
CoRR
Ali TehraniJamsaz, Arijit Bhattacharjee, Le Chen, Nesreen K. Ahmed, Amir Yazdanbakhsh, Ali Jannesari
2024 — conf
GraphBinMatch: Graph-Based Similarity Learning for Cross-Language Binary and Source Code Matching.
IPDPS (Workshops)
Ali TehraniJamsaz, Hanze Chen, Ali Jannesari
2024 A conf
MPI Errors Detection using GNN Embedding and Vector Embedding over LLVM IR.
IPDPS
Jad El Karchi, Hanze Chen, Ali TehraniJamsaz, Ali Jannesari, Mihail Popov, Emmanuelle Saillard
2024 J jnl
MPI Errors Detection using GNN Embedding and Vector Embedding over LLVM IR.
CoRR
Jad El Karchi, Hanze Chen, Ali TehraniJamsaz, Ali Jannesari, Mihail Popov, Emmanuelle Saillard
2024 — conf
ParaGraph: Weighted Graph Representation for Performance Optimization of HPC Kernels.
IPDPS (Workshops)
Ali TehraniJamsaz, Alok Mishra, Akash Dutta, Abid M. Malik, Barbara M. Chapman, 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 J jnl
GraphBinMatch: Graph-based Similarity Learning for Cross-Language Binary and Source Code Matching.
CoRR
Ali TehraniJamsaz, Hanze Chen, 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
2023 J jnl
ParaGraph: Weighted Graph Representation for Performance Optimization of HPC Kernels.
CoRR
Ali TehraniJamsaz, Alok Mishra, Akash Dutta, Abid M. Malik, Barbara M. Chapman, Ali Jannesari
2023 A conf
Performance Optimization using Multimodal Modeling and Heterogeneous GNN.
HPDC
Akash Dutta, Jordi Alcaraz, Ali TehraniJamsaz, Eduardo César, Anna Sikora, Ali Jannesari
2023 J jnl
Performance Optimization using Multimodal Modeling and Heterogeneous GNN.
CoRR
Akash Dutta, Jordi Alcaraz, Ali TehraniJamsaz, Eduardo César, Anna Sikora, Ali Jannesari
2023 J jnl
Predicting number of threads using balanced datasets for openMP regions.
Computing
Jordi Alcaraz, Ali TehraniJamsaz, Akash Dutta, Anna Sikora, Ali Jannesari, Joan Sorribes, Eduardo César
2022 A conf
Learning Intermediate Representations using Graph Neural Networks for NUMA and Prefetchers Optimization.
IPDPS
Ali TehraniJamsaz, Mihail Popov, Akash Dutta, Emmanuelle Saillard, Ali Jannesari
2022 J jnl
Learning Intermediate Representations using Graph Neural Networks for NUMA and Prefetchers Optimization.
CoRR
Ali TehraniJamsaz, Mihail Popov, Akash Dutta, Emmanuelle Saillard, Ali Jannesari
2022 — conf
Pattern-based Autotuning of OpenMP Loops using Graph Neural Networks.
AI4S
Akash Dutta, Jordi Alcaraz, Ali TehraniJamsaz, Anna Sikora, Eduardo César, Ali Jannesari