Akash Dutta

22 papers A 4B 2Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Lightweight Wavelet Group Equivariant Convolution Neural Network for Medical Image Classification.
Int. J. Comput. Intell. Syst.
Asfak Ali, Akash Dutta, Dmitrii I. Kaplun, Sergei Romanov, Ram Sarkar
2025 — conf
EEG-Based Hybrid Emotion Recognition Model with Statistical-Wavelet Features and Modality-Agnostic Loss.
EANN (1)
Asfak Ali, Jotiraditya Banerjee, Debam Saha, Akash Dutta, Friedhelm Schwenker, Ram Sarkar
2025 B conf
HHOTuner: Efficient Performance Tuning with Harris Hawks Optimization.
ICPP
Akash Dutta, Ali Jannesari
2025 J jnl
SuperSAM: Crafting a SAM Supernetwork via Structured Pruning and Unstructured Parameter Prioritization.
CoRR
Waqwoya Abebe, Sadegh Jafari, Sixing Yu, Akash Dutta, Jan Strube, Nathan R. Tallent, Luanzheng Guo, J. Pablo Muñoz, Ali Jannesari
2024 — conf
Efficient Code Region Characterization Through Automatic Performance Counters Reduction Using Machine Learning Techniques.
Euro-Par (1)
Suren Harutyunyan, Eduardo César, Anna Sikora, Jiri Filipovic, Akash Dutta, Ali Jannesari, Jordi Alcaraz
2024 — —
Learning-based auto-tuning for high performance computing.
Akash Dutta
2024 B conf
MIREncoder: Multi-modal IR-based Pretrained Embeddings for Performance Optimizations.
PACT
Akash Dutta, Ali Jannesari
2024 J jnl
MIREncoder: Multi-modal IR-based Pretrained Embeddings for Performance Optimizations.
CoRR
Akash Dutta, Ali Jannesari
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
2024 A conf
Static Generation of Efficient OpenMP Offload Data Mappings.
SC
Luke Marzen, Akash Dutta, Ali Jannesari
2024 J jnl
Static Generation of Efficient OpenMP Offload Data Mappings.
CoRR
Luke Marzen, Akash Dutta, Ali Jannesari
2024 J jnl
The Landscape and Challenges of HPC Research and LLMs.
CoRR
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, Vy A. Vo, Juan Pablo Muñoz, Theodore L. Willke, Tim Mattson, 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 A conf
Power Constrained Autotuning using Graph Neural Networks.
IPDPS
Akash Dutta, Jee Choi, Ali Jannesari
2023 J jnl
Power Constrained Autotuning using Graph Neural Networks.
CoRR
Akash Dutta, Jee Choi, 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
2020 — conf
Blockchain-based E-waste Management in 5G Smart Communities.
INFOCOM Workshops
Amit Dua, Akash Dutta, Nishat Zaman, Neeraj Kumar