Siddhant Dutta

13 papers B 1Misc 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 B conf
MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption.
IJCNN
Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique, David E. Bernal Neira
2025 J jnl
QUIET-SR: Quantum Image Enhancement Transformer for Single Image Super-Resolution.
CoRR
Siddhant Dutta, Nouhaila Innan, Khadijeh Najafi, Sadok Ben Yahia, Muhammad Shafique
2024 J jnl
AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling.
CoRR
Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique
2024 — conf
Enhancing the Conformal Predictability of Context-Aware Recommendation Systems by Using Deep Autoencoders.
WI/IAT
Saloua Zammali, Siddhant Dutta, Sadok Ben Yahia
2024 J jnl
Enhancing the conformal predictability of context-aware recommendation systems by using Deep Autoencoders.
CoRR
Saloua Zammali, Siddhant Dutta, Sadok Ben Yahia
2024 J jnl
Federated Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration Across Distributed Data Sources.
CoRR
Siddhant Dutta, Iago Leal de Freitas, Pedro Maciel Xavier, Claudio Miceli de Farias, David Esteban Bernal Neira
2024 J jnl
Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML.
CoRR
Siddhant Dutta, Pavana P. Karanth, Pedro Maciel Xavier, Iago Leal de Freitas, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique, David E. Bernal Neira
2024 J jnl
Financial fraud detection using quantum graph neural networks.
Quantum Mach. Intell.
Nouhaila Innan, Abhishek Sawaika, Ashim Dhor, Siddhant Dutta, Sairupa Thota, Husayn Gokal, Nandan Patel, Muhammad Al-Zafar Khan, Ioannis Theodonis, Mohamed Bennai
2024 J jnl
MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption.
CoRR
Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique, David Esteban Bernal Neira
2024 Misc conf
QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction.
QCE
Siddhant Dutta, Nouhaila Innan, Alberto Marchisio, Sadok Ben Yahia, Muhammad Shafique
2024 J jnl
QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction.
CoRR
Siddhant Dutta, Nouhaila Innan, Alberto Marchisio, Sadok Ben Yahia, Muhammad Shafique
2024 J jnl
QMViT: A Mushroom is worth 16x16 Words.
CoRR
Siddhant Dutta, Hemant Singh, Kalpita Shankhdhar, Sridhar Iyer
2023 J jnl
Financial Fraud Detection using Quantum Graph Neural Networks.
CoRR
Nouhaila Innan, Abhishek Sawaika, Ashim Dhor, Siddhant Dutta, Sairupa Thota, Husayn Gokal, Nandan Patel, Muhammad Al-Zafar Khan, Ioannis Theodonis, Mohamed Bennai