Software defect prediction based on deep learning models: Performance study A Hasanpour, P Farzi, A Tehrani, R Akbari arXiv preprint arXiv:2004.02589, 2020 | 22 | 2020 |
Deeprace: A learning-based data race detector A TehraniJamsaz, M Khaleel, R Akbari, A Jannesari 2021 IEEE International Conference on Software Testing, Verification and …, 2021 | 15* | 2021 |
Learning Intermediate Representations using Graph Neural Networks for NUMA and Prefetchers Optimization A TehraniJamsaz, M Popov, A Dutta, E Saillard, A Jannesari Parallel and Distributed Processing Symposium (IPDPS), 2022 IEEE …, 2022 | 14 | 2022 |
Building representative and balanced datasets of openmp parallel regions J Alcaraz, S Sleder, A TehraniJamsaz, A Sikora, A Jannesari, J Sorribes, ... 2021 29th Euromicro International Conference on Parallel, Distributed and …, 2021 | 10 | 2021 |
Pattern-based autotuning of openmp loops using graph neural networks A Dutta, J Alcaraz, A TehraniJamsaz, A Sikora, E Cesar, A Jannesari 2022 IEEE/ACM International Workshop on Artificial Intelligence and Machine …, 2022 | 7 | 2022 |
Predicting number of threads using balanced datasets for openmp regions J Alcaraz, A TehraniJamsaz, A Dutta, A Sikora, A Jannesari, J Sorribes, ... Computing 105 (5), 999-1017, 2023 | 5 | 2023 |
Performance optimization using multimodal modeling and heterogeneous gnn A Dutta, J Alcaraz, A TehraniJamsaz, E Cesar, A Sikora, A Jannesari Proceedings of the 32nd International Symposium on High-Performance Parallel …, 2023 | 4 | 2023 |
Autoparllm: Gnn-guided automatic code parallelization using large language models QI Mahmud, A TehraniJamsaz, HD Phan, NK Ahmed, A Jannesari arXiv preprint arXiv:2310.04047, 2023 | 3 | 2023 |
Perfograph: A numerical aware program graph representation for performance optimization and program analysis A TehraniJamsaz, QI Mahmud, L Chen, NK Ahmed, A Jannesari Advances in Neural Information Processing Systems 36, 2024 | 2 | 2024 |
GraphBinMatch: Graph-based Similarity Learning for Cross-Language Binary and Source Code Matching A TehraniJamsaz, H Chen, A Jannesari arXiv preprint arXiv:2304.04658, 2023 | 1 | 2023 |
ParaGraph: Weighted Graph Representation for Performance Optimization of HPC Kernels A TehraniJamsaz, A Mishra, A Dutta, AM Malik, B Chapman, A Jannesari arXiv preprint arXiv:2304.03487, 2023 | 1 | 2023 |
MPI Errors Detection using GNN Embedding and Vector Embedding over LLVM IR JE Karchi, H Chen, A TehraniJamsaz, A Jannesari, M Popov, E Saillard arXiv preprint arXiv:2403.02518, 2024 | | 2024 |