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Siddhant Dutta

Financial fraud detection using quantum graph neural networks
2024 · Nouhaila Innan, Abhishek Sawaika, et al. · Quantum Machine Intelligence · 115
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QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction
2024 · Siddhant Dutta, Nouhaila Innan, et al. · IEEE International Conference on Quantum Computing and Engineering (QCE) · 30
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Federated Learning in Chemical Engineering: A Tutorial on a Framework for Privacy-Preserving Collaboration across Distributed Data Sources
2025 · Siddhant Dutta, Iago Leal de Freitas, et al. · Industrial & Engineering Chemistry Research · 7
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Federated Learning with Quantum Computing and Fully Homomorphic Encryption: A Novel Computing Paradigm Shift in Privacy-Preserving ML
2024 · Dutta, Siddhant, Karanth, Pavana P, et al. · arXiv (Cornell University) · 5
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MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption
2025 · Siddhant Dutta, Nouhaila Innan, et al. · 3
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QUIET-SR: Quantum Image Enhancement Transformer for Single Image Super-Resolution
2025 · Dutta, Siddhant, Innan, Nouhaila, et al. · arXiv (Cornell University) · 2
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AQ-PINNs: Attention-Enhanced Quantum Physics-Informed Neural Networks for Carbon-Efficient Climate Modeling
2024 · Dutta, Siddhant, Innan, Nouhaila, et al. · arXiv (Cornell University) · 2
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Auto-PCOS Classification Challenge
2024 · Palak Handa, Anushka Saini, et al. · 2
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PCOSGen-test dataset
2024 · Handa, Palak, Saini, Anushka, et al. · Zenodo (CERN European Organization for Nuclear Research) · 2
PCOSGen-train dataset
2023 · Handa, Palak, Saini, Anushka, et al. · Zenodo (CERN European Organization for Nuclear Research) · 2
QUESC: Environmental Sound classification Using Quantum Quantized Networks
2023 · Siddhant Dutta, Mann Bhanushali, et al. · Procedia Computer Science · 2
Defining Quantum Agents: Formal Foundations, Architectures, and NISQ-Era Prototypes
2026 · Eldar Sultanow, Madjid Tehrani, et al. · Quantum Reports · 1
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QAS-QTNs: Curriculum Reinforcement Learning-Driven Quantum Architecture Search for Quantum Tensor Networks
2025 · Siddhant Dutta, Nouhaila Innan, et al. · IEEE International Conference on Quantum Computing and Engineering (QCE) · 1
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Enhancing the Conformal Predictability of Context-Aware Recommendation Systems by Using Deep Autoencoders
2024 · Saloua Zammali, Siddhant Dutta, et al. · IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) · 1
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Structural Interpretations of Protein Language Model Representations via Differentiable Graph Partitioning
2026 · Dutta, Siddhant, Wai, Edward Tan Beng, et al. · arXiv (Cornell University)
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Benchmarking and Results of Auto-PCOS Classification Challenge
2026 · Anushka Saini, Siddhant Dutta, et al. · Lecture notes in networks and systems
Quantum Agents
2025 · Sultanow, Eldar, Tehrani, Madjid, et al. · arXiv (Cornell University)
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Quantum Error Propagation
2024 · Sultanow, Eldar, Selimllari, Fation, et al. · arXiv (Cornell University)
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QMViT: A Mushroom is worth 16x16 Words
2024 · Dutta, Siddhant, Singh, Hemant, et al. · arXiv (Cornell University)
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Works count: 20
Citation count: 175
H-index: 4
I10-index: 2
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