Siddhant Dutta

According to our database, Siddhant Dutta authored at least 11 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Structural Interpretations of Protein Language Model Representations via Differentiable Graph Partitioning.

Siddhant Dutta, Edward Tan Beng Wai, Soumick Sarker, Pasan Gunawardane, Jagath C. Rajapakse

CoRR, May, 2026

2025

QUIET-SR: Quantum Image Enhancement Transformer for Single Image Super-Resolution.

Siddhant Dutta, Nouhaila Innan, Khadijeh Najafi, Sadok Ben Yahia, Muhammad Shafique

CoRR, March, 2025

QAS-QTNs: Curriculum Reinforcement Learning-Driven Quantum Architecture Search for Quantum Tensor Networks.

Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2025

MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption.

Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique, David E. Bernal Neira

Proceedings of the International Joint Conference on Neural Networks, 2025

2024

Financial fraud detection using quantum graph neural networks.

Nouhaila Innan, Abhishek Sawaika, Ashim Dhor, Siddhant Dutta, Sairupa Thota, Husayn Gokal, Nandan Patel, Muhammad Al-Zafar Khan, Ioannis Theodonis, Mohamed Bennai

Quantum Mach. Intell., June, 2024

Federated Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration Across Distributed Data Sources.

Siddhant Dutta, Iago Leal de Freitas, Pedro Maciel Xavier, Claudio Miceli de Farias, David Esteban Bernal Neira

CoRR, 2024

Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML.

Siddhant Dutta, Pavana P. Karanth, Pedro Maciel Xavier, Iago Leal de Freitas, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique, David E. Bernal Neira

CoRR, 2024

AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling.

Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique

CoRR, 2024

QMViT: A Mushroom is worth 16x16 Words.

Siddhant Dutta, Hemant Singh, Kalpita Shankhdhar, Sridhar Iyer

CoRR, 2024

Enhancing the Conformal Predictability of Context-Aware Recommendation Systems by Using Deep Autoencoders.

Saloua Zammali, Siddhant Dutta, Sadok Ben Yahia

Proceedings of the IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, 2024

QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction.

Siddhant Dutta, Nouhaila Innan, Alberto Marchisio, Sadok Ben Yahia, Muhammad Shafique

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024