DeepRace: Finding Data Race Bugs via Deep Learning. - Ali Tehrani Jamsaz; Mohammed Khaleel; Reza Akbari; Ali Jannesari (CoRR, 2019)

DeepRace: A learning-based data race detector. - Ali Tehrani Jamsaz; Mohammed Khaleel; Reza Akbari; Ali Jannesari (ICST Workshops, 2021)

Building representative and balanced datasets of OpenMP parallel regions. - Jordi Alcaraz; Steven Sleder; Ali Tehrani Jamsaz; Anna Sikora; Ali Jannesari; Joan Sorribes; Eduardo César (PDP, 2021)

Learning Intermediate Representations using Graph Neural Networks for NUMA and Prefetchers Optimization. - Ali TehraniJamsaz; Mihail Popov; Akash Dutta; Emmanuelle Saillard; Ali Jannesari (IPDPS, 2022)

Pattern-based Autotuning of OpenMP Loops using Graph Neural Networks. - Akash Dutta; Jordi Alcaraz; Ali TehraniJamsaz; Anna Sikora; Eduardo César; Ali Jannesari (AI4S, 2022)

Performance Optimization using Multimodal Modeling and Heterogeneous GNN. - Akash Dutta; Jordi Alcaraz; Ali TehraniJamsaz; Eduardo César; Anna Sikora; Ali Jannesari (HPDC, 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 (NeurIPS, 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)

Predicting number of threads using balanced datasets for openMP regions. - Jordi Alcaraz; Ali TehraniJamsaz; Akash Dutta; Anna Sikora; Ali Jannesari; Joan Sorribes; Eduardo César (Computing, 2023)

MPI Errors Detection using GNN Embedding and Vector Embedding over LLVM IR. - Jad El Karchi; Hanze Chen; Ali TehraniJamsaz; Ali Jannesari; Mihail Popov; Emmanuelle Saillard (IPDPS, 2024)

ParaGraph: Weighted Graph Representation for Performance Optimization of HPC Kernels. - Ali TehraniJamsaz; Alok Mishra 002; Akash Dutta; Abid M. Malik; Barbara M. Chapman; Ali Jannesari (IPDPS (Workshops), 2024)

GraphBinMatch: Graph-Based Similarity Learning for Cross-Language Binary and Source Code Matching. - Ali TehraniJamsaz; Hanze Chen; Ali Jannesari (IPDPS (Workshops), 2024)

CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming. - Ali TehraniJamsaz; Arijit Bhattacharjee; Le Chen; Nesreen K. Ahmed; Amir Yazdanbakhsh; Ali Jannesari (NeurIPS, 2024)

AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs. - Quazi Ishtiaque Mahmud; Ali TehraniJamsaz; Hung D. Phan; Le Chen; Mihai Capota; Theodore L. Willke; Nesreen K. Ahmed; Ali Jannesari (NAACL (Long Papers), 2025)