Blockchain-based E-waste Management in 5G Smart Communities. - Amit Dua; Akash Dutta; Nishat Zaman; Neeraj Kumar 001 (INFOCOM Workshops, 2020)

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)

Power Constrained Autotuning using Graph Neural Networks. - Akash Dutta; Jee Choi; Ali Jannesari (IPDPS, 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)

MIREncoder: Multi-modal IR-based Pretrained Embeddings for Performance Optimizations. - Akash Dutta; Ali Jannesari (PACT, 2024)

Efficient Code Region Characterization Through Automatic Performance Counters Reduction Using Machine Learning Techniques. - Suren Harutyunyan; Eduardo César; Anna Sikora; Jiri Filipovic; Akash Dutta; Ali Jannesari; Jordi Alcaraz (Euro-Par (1), 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)

Static Generation of Efficient OpenMP Offload Data Mappings. - Luke Marzen; Akash Dutta; Ali Jannesari (SC, 2024)

The Landscape and Challenges of HPC Research and LLMs. - 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 001; et al. (CoRR, 2024)

EEG-Based Hybrid Emotion Recognition Model with Statistical-Wavelet Features and Modality-Agnostic Loss. - Asfak Ali; Jotiraditya Banerjee; Debam Saha; Akash Dutta; Friedhelm Schwenker; Ram Sarkar (EANN (1), 2025)

SuperSAM: Crafting a SAM Supernetwork via Structured Pruning and Unstructured Parameter Prioritization. - Waqwoya Abebe; Sadegh Jafari; Sixing Yu; Akash Dutta; Jan Strube 001; Nathan R. Tallent; Luanzheng Guo; J. Pablo Muñoz; Ali Jannesari (CoRR, 2025)