Preprints:
H. Zou, C. Zhang, S. Lasaulce, A. I. Maass, L. Wang, Q. Zhao, D. Nešić, S. Muhaidat, and M. Debbah, ``{Goal-Oriented Sampling and Compression Rate Allocation for Dynamical Systems}", (To be submitted) IEEE Internet of Things Journal.
H. Zou, C. Zhang, Malcolm Egan and Merouane Debbah, ``Multiple Reconstructions with Heterogeneous Task-Oriented Distortion Criteria", (Under Review) IEEE Journal on Selected Areas in Information Theory.
H. Zou, Q. Zhao, Y. Tian, L. Bariah, F. Bader, T. Lestable and M. Debbah, ``TelecomGPT: A Framework to Build Telecom-Specfic Large Language Models", (Under Review) IEEE Transactions on Machine Learning in Communications and Networking. [PDF]
L. Bariah, T. Mongaillard, S. Lasaulce, W. Hamidouche, H. Zou, M. Debbah, ``From Waves to Words: Large Perceptive Models as the Future of IoT and RF Intelligence", (Under Review) IEEE Internet of Things Magazine. [PDF]
H. Zou, Q. Zhao, Y. Tian, S. Lasaulce, C. Zhang, L. Bariah, F. Bader, and M. Debbah, ``From Standard Large Language Models to On-device LLMs and Networks of LLMs in 6G", (Accepted) Nature Review Electrical Engineering.
H. Zou, Q. Zhao, L. Bariah, M. Bennis, M. Debbah, "Wireless Multi-Agent Generative AI: From Connected Intelligence to Connected Intelligence", ArXiv Preprint arXiv:2307.02757, 2023. [PDF]
Journal Papers:
Y. Sun, H. Zou, C. Zhang, S. Lasaulce and M. Kieffer, "Goal-Oriented Compression for Lp-norm-type Goal Functions: Application to Power Consumption scheduling", Journal of the Franklin Institute, vol. 361, no.10, pp.106926, 2024. [PDF]
H. Zou, C. Zhang, S. Lasaulce, L. Saludjian and V. Poor, "Goal-Oriented Quantization: Analysis, Design, and Application to Resource Allocation", in IEEE Journal on Selected Areas in Communications, vol. 41, no. 1, pp. 42-54, 2023. [PDF]
Magazine Papers:
H. Zou, Q. Zhao, Y. Tian, S. Lasaulce, C. Zhang, L. Bariah, F. Bader, and M. Debbah, ``From Standard Large Language Models to On-device LLMs and Networks of LLMs in 6G", (Accepted) Nature Review Electrical Engineering.
H. Zou, Q. Zhao, L. Bariah, Y. Tian, M. Bennis, S. Lasaulce and M. Debbah, ``GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning", IEEE Access, 2025. [PDF]
L. Wang, C. Zhang, Q. Zhao, H. Zou, S. Lasaulce, G. Valenzise, Z. He and M. Debbah, ``Generative AI for RF Sensing in IoT systems", IEEE IoT Magazine, 2024. [PDF]
L. Bariah, Q. Zhao, H. Zou, Y. Tian, F. Bader and M. Debbah, "Large Language Models For Telecom: The Next Big Thing?", IEEE Communication Magazine, 2024. [PDF]
C. Zhang, H. Zou, S. Lasaulce, W. Saad, M. Kountouris and M. Bennis, ''Goal-Oriented Communications for the IoT and Application to Data Compression", in IEEE Internet of Things Magazines, 2022, vol. 5, no. 4, pp. 58-63. [PDF]
Conference Papers:
T. Mongaillard, S. Lasaulce, O. Hicheur, C. Zhang, L. Bariah, V. S. Varma, H. Zou, Q. Zhao and M. Debbah, ``Large Language Models for Power Scheduling: A User-Centric Approach", IEEE 22nd International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOPT'24), Seoul, Korea, 2024. [PDF]
Q. Zhao, H. Zou, M. Bennis, M. Debbah, E. Almazrouei and F. Bader, "Joint Semantic-Native Communication and Inference via Minimal Simplicial Structures", IEEE Global Communications Conference (GLOBECOM’23), Kuala Lumpur, Malaysia. [PDF]
L. Bariah, H. Zou, Q. Zhao, B. Mouhouche, F. Bader and M. Debbah, "Understanding Telecom Language Through Large Language Models", IEEE Global Communications Conference (GLOBECOM’23), Kuala Lumpur, Malaysia. [PDF]
H. Zou, Y. Sun, C. Zhang, S. Lasaulce, M. Kieffer and L. Saludjian, ``Goal-Oriented Quantization: Applications to Convex Cost Functions with Polyhedral Decision Space", (invited paper) 20th International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOPT'22), Turin, Italy. [PDF]
Y. Sun, H. Zou, S. Lasaulce, C. Zhang and M. Kieffer, "Goal-oriented Data Compression: Application to an Lp-norm type performance metric", 28ème Colloque Francophone de Traitement du Signal et des Images (GRESTI'22), Nancy, France. [PDF]
C. Zhang, H. Zou, S. Lasaulce, V. Varma, L. Saludjian and P. Panciatici, "Optimal Pricing Approach Based on Expected Utility Maximization with Partial Information", 2021 International Conference on Network Games, Control and Optimization (NETGCOOP’21), Corsica, France. [PDF]
Y. Sun, H. Zou, S. Lasaulce, M. Kieffer and L. Saludjian "A New Approach of Data Pre-processing for Data Compression in Smart Grids", The 7th International Conference on Wireless Networks and Mobile Communications (WINCOM’19), Fez, Morocco. [PDF]
H. Zou, C. Zhang, S. Lasaulce, L. Saludjian and P. Panciatici, "Energy-Efficient MIMO Multiuser Systems: Nash Equilibrium Analysis", International Symposium on Ubiquitous Networking (UNET’19), Limoges, France. [PDF]
H. Zou, C. Zhang, S. Lasaulce, L. Saludjian and P. Panciatici, "Decision Set Optimization and Energy-Efficient MIMO Communications", 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC’19), Istanbul, Turkey. [PDF]
H. Zou, Y. Nait-Belaid, M. Kieffer, "Optimal Opponent Selection for Distributed Multi Agent Self-Classification", IEEE Global Communications Conference (GLOBECOM’18), Abu Dhabi, UAE. [PDF]
H. Zou, C. Zhang, S. Lasaulce, L. Saludjian and P. Panciatici, "Decision-Oriented Communications: Application to Energy-Efficient Resource Allocation", The 6th International Conference on Wireless Networks and Mobile Communications (WINCOM’18), Marrakesh, Morocco. [PDF]
H. Zou, C. Zhang, S. Lasaulce, L. Saludjian and P. Panciatici, "Task Oriented Channel State Information Quantization", 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC’18), Bologna, Italy. [PDF]