Quantum Communication Networks and Quantum Machine Learning

This page provides key resources on the research results developed by our group with respect to the different quantum technologies, including Quantum Communication Networks and Quantum Machine Learning.

Book Chapters:

• 1. M. Chehimi and W. Saad, "Quantum Technologies for the Metaverse: Opportunities and Challenges", Metaverse Communication and Computing Networks: Applications, Technologies, and Approaches, Wiley-IEEE Press Publisher, September 2023.  

Journal Publications:

1. M. Chehimi, S.YC. Chen, W. Saad, S. Yoo, "Federated quantum long short-term memory (FedQLSTM)", Quantum Machine Intelligence, vol. 6, no. 2, pp. 1-13, July 2024.

2. M. Chehimi, C. Chaccour, C. K. Thomas, and W. Saad, "Quantum Semantic Communications for Resource-Efficient Quantum Networking," IEEE Communications Letters, vol. 28, no. 4, pp. 803-807, April 2024.

3. M. Chehimi, S. Yen-Chi Chen, W. Saad, D. Towsley, and M. Debbah, "Foundations of Quantum Federated Learning Over Classical and Quantum Networks", IEEE Network, vol. 38, no. 1, pp. 124-130, Jan. 2024.

4. M. Chehimi and W. Saad, "Physics-informed Quantum Communication Networks: A Vision Towards the Quantum Internet", IEEE Network, vol. 36, no. 5, pp. 32-38, September 2022.

5. D. Gupta, A. Karati, W. Saad, and D. da Costa Benevides, "Quantum-Defended Blockchain-Assisted Data Authentication Protocol for Internet of Vehicles", IEEE Transactions on Vehicular Technology, vol. 71, no. 3, pp. 3255 - 3266, March 2022.

Conferences Publications:

1. M. Chehimi, B. Simon, W. Saad, A. Klein, D. Towsley, and M. Debbah, "Matching Game for Optimized Association in Quantum Communication Networks"  in Proc. of  the IEEE Global Communications Conference (GLOBECOM), Selected Areas in Communications: Quantum Communications and Computing, Kuala Lumpur, Malaysia, December 2023.

2. M. Chehimi, S. Pouryousef, N. K. Panigrahy, W. Saad, and D. Towsley, "Scaling Limits of Quantum Repeater Networks"  in Proc. of  the IEEE International Conference on Quantum Computing and Engineering (QCE23), Bellevue, WA USA, September 2023. Best Paper Award.

3. M. Chehimi, O. Hashash, and W. Saad, "The Roadmap to a Quantum-Enabled Wireless Metaverse: Beyond the Classical Limits"  in Proc. of  the 2023 Fifth International Conference on Advances in Computational Tools for Engineering Applications (ACTEA), Beirut, Lebanon, July 2023.

4. M. Chehimi and W. Saad, "Quantum Federated Learning with Quantum Data", in Proc. of International Conference on Acoustics, Speech, & Signal Processing (ICASSP), Singapore, May 2022.

5. M. Chehimi and W. Saad, "Entanglement Rate Optimization in Heterogeneous Quantum Communication Networks", invited, in Proc. of the 17th International Symposium on Wireless Communication Systems (ISWCS), September 2021.