Nouhaila Innan
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
4
Active years
2024–2026
Best venue rank
National
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | DATE | FAQNAS: FLOPs-aware Hybrid Quantum Neural Architecture Search using Genetic Algorithm. | Muhammad Kashif, Shaf Khalid, Alberto Marchisio, Nouhaila Innan, Muhammad Shafique |
| 2025 | IJCNN | MQFL-FHE: Multimodal Quantum Federated Learning Framework with Fully Homomorphic Encryption. | Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique, David E. Bernal Neira |
| 2025 | IJCNN | Quantum Bayesian Networks for Machine Learning in Oil-Spill Detection. | Owais Ishtiaq Siddiqui, Nouhaila Innan, Alberto Marchisio, Mohamed Bennai, Muhammad Shafique |
| 2025 | IOLTS | Next-Generation Quantum Neural Networks: Enhancing Efficiency, Security, and Privacy. | Nouhaila Innan, Muhammad Kashif, Alberto Marchisio, Mohamed Bennai, Muhammad Shafique |
| 2025 | QCE | PennyCoder: Efficient Domain-Specific LLMs for PennyLane-Based Quantum Code Generation. | Abdul Basit, Minghao Shao, Muhammad Haider Asif, Nouhaila Innan, Muhammad Kashif, Alberto Marchisio, Muhammad Shafique |
| 2025 | QCE | QAS-QTNs: Curriculum Reinforcement Learning-Driven Quantum Architecture Search for Quantum Tensor Networks. | Siddhant Dutta, Nouhaila Innan, Sadok Ben Yahia, Muhammad Shafique |
| 2025 | QCE | LEP-QNN: Loan Eligibility Prediction Using Quantum Neural Networks. | Nouhaila Innan, Alberto Marchisio, Mohamed Bennai, Muhammad Shafique |
| 2025 | QCE | Quantum Portfolio Optimization with Expert Analysis Evaluation. | Nouhaila Innan, Ayesha Saleem, Alberto Marchisio, Muhammad Shafique |
| 2025 | QCE | A Privacy-Preserving Federated Framework with Hybrid Quantum-Enhanced Learning for Financial Fraud Detection. | Abhishek Sawaika, Swetang Krishna, Tushar Tomar, Durga Pritam Suggisetti, Aditi Lal, Tanmaya Shrivastav, Nouhaila Innan, Muhammad Shafique |
| 2024 | IJCNN | FedQNN: Federated Learning using Quantum Neural Networks. | Nouhaila Innan, Muhammad Al-Zafar Khan, Alberto Marchisio, Muhammad Shafique, Mohamed Bennai |
| 2024 | QCE | QADQN: Quantum Attention Deep Q-Network for Financial Market Prediction. | Siddhant Dutta, Nouhaila Innan, Alberto Marchisio, Sadok Ben Yahia, Muhammad Shafique |
| 2024 | QCE | Quantum Clustering for Cybersecurity. | Walid El Maouaki, Nouhaila Innan, Alberto Marchisio, Taoufik Said, Mohamed Bennai, Muhammad Shafique |