Chaouki Ben Issaid

60 papers A* 1B 9Journal 45Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Communication-Efficient and Robust Multi-Modal Federated Learning via Latent-Space Consensus.
CoRR
Mohamed Badi, Chaouki Ben Issaid, Mehdi Bennis
2026 J jnl
Communication-Efficient and Robust Multi-Modal Federated Learning via Latent-Space Consensus.
IEEE Wirel. Commun. Lett.
Mohamed Badi, Chaouki Ben Issaid, Mehdi Bennis
2026 J jnl
SheafAlign: A Sheaf-Theoretic Framework for Decentralized Multimodal Alignment.
IEEE Commun. Lett.
Abdulmomen Ghalkha, Zhuojun Tian, Chaouki Ben Issaid, Mehdi Bennis
2025 J jnl
A Decentralized Matching Theory Framework to Match Data and Algorithms Providers.
IEEE Netw. Lett.
Chaouki Ben Issaid, Mehdi Bennis
2025 B conf
A Sheaf-Theoretic Approach to Decentralized Multimodal Federated Learning for Next-Generation Communication Systems.
PIMRC
Abdulmomen Ghalkha, Zhuojun Tian, Chaouki Ben Issaid, Mehdi Bennis
2025 J jnl
A Web-Based Solution for Federated Learning With LLM-Based Automation.
IEEE Internet Things J.
Chamith Mawela, Chaouki Ben Issaid, Mehdi Bennis
2025 J jnl
Distributionally Robust Federated Learning with Client Drift Minimization.
CoRR
Mounssif Krouka, Chaouki Ben Issaid, Mehdi Bennis
2025 J jnl
Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences.
CoRR
Adnan Shahid, Adrian Kliks, Ahmed Al-Tahmeesschi, Ahmed Elbakary, Alexandros Nikou, Ali Maatouk, Ali Mokh, Amirreza Kazemi, Antonio De Domenico, Athanasios Karapantelakis, Bo Cheng, Bo Yang, Bohao Wang, Carlo Fischione, Chao Zhang, Chaouki Ben Issaid, Chau Yuen, Chenghui Peng, Chongwen Huang, Christina Chaccour, Christo Kurisummoottil Thomas, Dheeraj Sharma, Dimitris Kalogiros, Dusit Niyato, Eli De Poorter, Elissa Mhanna, Emilio Calvanese Strinati, Faouzi Bader, Fathi Abdeldayem, Fei Wang, Fenghao Zhu, Gianluca Fontanesi, Giovanni Geraci, Haibo Zhou, Hakimeh Purmehdi, Hamed Ahmadi, Hang Zou, Hongyang Du, Hoon Lee, Howard H. Yang, Iacopo Poli, Igor Carron, Ilias Chatzistefanidis, Inkyu Lee, Ioannis Pitsiorlas, Jaron Fontaine, Jiajun Wu, Jie Zeng, Jinan Li, Jinane Karam, Johny Gemayel, Juan Deng, Julien Frison, Kaibin Huang, Kehai Qiu, Keith Ball, Kezhi Wang, Kun Guo, Leandros Tassiulas, Lecorve Gwenole, Liexiang Yue, Lina Bariah, Louis Powell, Marcin Dryjanski, Maria Amparo Canaveras Galdon, Marios Kountouris, Maryam Hafeez, Maxime Elkael, Mehdi Bennis, Mehdi Ahmed Boudjelli, Meiling Dai, Mérouane Debbah, Michele Polese, Mohamad Assaad, Mohamed Benzaghta, Mohammad Al Refai, Moussab Djerrab, Mubeen Syed, Muhammad Amir, Na Yan, Najla Alkaabi, Nan Li, Nassim Sehad, Navid Nikaein, Omar Hashash, Pawel Sroka, Qianqian Yang, Qiyang Zhao, Rasoul Nikbakht Silab, Rex Ying, Roberto Morabito, Rongpeng Li, Ryad Madi, Salah Eddine El Ayoubi, Salvatore D'Oro, Samson Lasaulce, Serveh Shalmashi, Sige Liu, Sihem Cherrared, Swarna Bindu Chetty, Swastika Dutta, Syed A. R. Zaidi, Tianjiao Chen, Timothy Murphy, Tommaso Melodia, Tony Q. S. Quek, Vishnu Ram, Walid Saad, Wassim Hamidouche, Weilong Chen, Xiaoou Liu, Xiaoxue Yu, Xijun Wang, Xingyu Shang, Xinquan Wang, Xuelin Cao, Yang Su, Yanping Liang, Yansha Deng, Yifan Yang, Yingping Cui, Yu Sun, Yuxuan Chen, Yvan Pointurier, Zeinab Nehme, Zeinab Nezami, Zhaohui Yang, Zhaoyang Zhang, Zhe Liu, Zhenyu Yang, Zhu Han, Zhuang Zhou, Zihan Chen, Zirui Chen, Zitao Shuai
2025 J jnl
Learning to Collaborate Over Graphs: A Selective Federated Multi-Task Learning Approach.
CoRR
Ahmed Elbakary, Chaouki Ben Issaid, Mehdi Bennis
2025 — conf
Leveraging ADROIT6G for Enhanced Reliability and Efficiency of Rail Automation Infrastructure.
NFV-SDN
Carlos Guimarães, Elizaveta Boriskova, Yannic Breiting, Erin E. Seder, Giacomo Bernini, Iacovos Ioannou, Christophoros Christophorou, Carla-Fabiana Chiasserini, Dinesh Selvaraj, Chaouki Ben Issaid, Mounssif Krouka, Chamith Mawela, Swastika Roy, John S. Vardakas, Christos V. Verikoukis
2025 J jnl
MIRA: A Method of Federated Multi-Task Learning for Large Language Models.
IEEE Netw. Lett.
Ahmed Elbakary, Chaouki Ben Issaid, Tamer ElBatt, Karim G. Seddik, Mehdi Bennis
2025 J jnl
Quantized FedPD (QFedPD): Beyond Conventional Wisdom - The Energy Benefits of Frequent Communication.
IEEE Internet Things J.
Anis Elgabli, Chaouki Ben Issaid, Mohamed Badi, Mehdi Bennis
2025 J jnl
Resilient-Native and Intelligent Next-Generation Wireless Systems: Key Enablers, Foundations, and Applications.
CoRR
Mehdi Bennis, Sumudu Samarakoon, Tamara Alshammari, Chathuranga Weeraddana, Zhoujun Tian, Chaouki Ben Issaid
2025 J jnl
Scalable and Resource-Efficient Second-Order Federated Learning via Over-the-Air Aggregation.
IEEE Wirel. Commun. Lett.
Abdulmomen Ghalkha, Chaouki Ben Issaid, Mehdi Bennis
2025 J jnl
Sheaf-Based Decentralized Multimodal Learning for Next-Generation Wireless Communication Systems.
CoRR
Abdulmomen Ghalkha, Zhuojun Tian, Chaouki Ben Issaid, Mehdi Bennis
2025 J jnl
SheafAlign: A Sheaf-theoretic Framework for Decentralized Multimodal Alignment.
CoRR
Abdulmomen Ghalkha, Zhuojun Tian, Chaouki Ben Issaid, Mehdi Bennis
2025 J jnl
Tackling Feature and Sample Heterogeneity in Decentralized Multi-Task Learning: A Sheaf-Theoretic Approach.
CoRR
Chaouki Ben Issaid, Praneeth Vepakomma, Mehdi Bennis
2025 J jnl
Tackling Feature and Sample Heterogeneity in Decentralized Multi-Task Learning: A Sheaf-Theoretic Approach.
Trans. Mach. Learn. Res.
Chaouki Ben Issaid, Praneeth Vepakomma, Mehdi Bennis
2024 J jnl
A Web-Based Solution for Federated Learning with LLM-Based Automation.
CoRR
Chamith Mawela, Chaouki Ben Issaid, Mehdi Bennis
2024 J jnl
ADROIT6G DAI-driven Open and Programmable Architecture for 6G Networks.
CoRR
Christophoros Christophorou, Iacovos Ioannou, Vasos Vassiliou, Loizos Christofi, John S. Vardakas, Erin E. Seder, Carla-Fabiana Chiasserini, Marius Iordache, Chaouki Ben Issaid, Ioannis Markopoulos, Giulio Franzese, Tanel Järvet, Christos V. Verikoukis
2024 — conf
Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm.
ICC
Ahmed Elbakary, Chaouki Ben Issaid, Mohammad Shehab, Karim G. Seddik, Tamer A. ElBatt, Mehdi Bennis
2024 J jnl
Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm.
CoRR
Ahmed Elbakary, Chaouki Ben Issaid, Mohammad Shehab, Karim G. Seddik, Tamer A. ElBatt, Mehdi Bennis
2024 J jnl
MIRA: A Method of Federated MultI-Task Learning for LaRge LAnguage Models.
CoRR
Ahmed Elbakary, Chaouki Ben Issaid, Tamer A. ElBatt, Karim G. Seddik, Mehdi Bennis
2024 J jnl
Scalable and Resource-Efficient Second-Order Federated Learning via Over-the-Air Aggregation.
CoRR
Abdulmomen Ghalkha, Chaouki Ben Issaid, Mehdi Bennis
2023 — conf
ADROIT6G DAI-Driven Open and Programmable Architecture for 6G Networks.
GLOBECOM (Workshops)
Christophoros Christophorou, Iacovos Ioannou, Vasos Vassiliou, Loizos Christofi, John S. Vardakas, Erin E. Seder, Carla-Fabiana Chiasserini, Marius Iordache, Chaouki Ben Issaid, Ioannis Markopoulos, Giulio Franzese, Tanel Järvet, Christos V. Verikoukis
2023 J jnl
Balancing Energy Efficiency and Distributional Robustness in Over-the-Air Federated Learning.
CoRR
Mohamed Badi, Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
2023 B conf
Communication-Efficient Second-Order Newton-Type Approach for Decentralized Learning.
WCNC
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2023 — conf
DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization.
ICC
Abdulmomen Ghalkha, Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
2022 J jnl
Communication Efficient Decentralized Learning Over Bipartite Graphs.
IEEE Trans. Wirel. Commun.
Chaouki Ben Issaid, Anis Elgabli, Jihong Park, Mehdi Bennis, Mérouane Debbah
2022 J jnl
Communication-Efficient Federated Learning: A Second Order Newton-Type Method With Analog Over-the-Air Aggregation.
IEEE Trans. Green Commun. Netw.
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2022 J jnl
Communication-Efficient and Federated Multi-Agent Reinforcement Learning.
IEEE Trans. Cogn. Commun. Netw.
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2022 J jnl
DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs.
CoRR
Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
2022 J jnl
DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs.
Trans. Mach. Learn. Res.
Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
2022 A* conf
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning.
ICML
Anis Elgabli, Chaouki Ben Issaid, Amrit Singh Bedi, Ketan Rajawat, Mehdi Bennis, Vaneet Aggarwal
2022 J jnl
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning.
CoRR
Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Ketan Rajawat, Mehdi Bennis, Vaneet Aggarwal
2022 J jnl
Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs.
IEEE Trans. Green Commun. Netw.
Beatriz Soret, Lam Duc Nguyen, Jan Seeger, Arne Bröring, Chaouki Ben Issaid, Sumudu Samarakoon, Anis El Gabli, Vivek Kulkarni, Mehdi Bennis, Petar Popovski
2022 B conf
Local Stochastic ADMM for Communication-Efficient Distributed Learning.
WCNC
Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
2021 B conf
Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation.
GLOBECOM
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2021 J jnl
Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation.
CoRR
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2021 J jnl
Efficient Importance Sampling for the Left Tail of Positive Gaussian Quadratic Forms.
IEEE Wirel. Commun. Lett.
Chaouki Ben Issaid, Mohamed-Slim Alouini, Raúl Tempone
2021 B conf
Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels.
PIMRC
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2021 J jnl
Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels.
CoRR
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
2021 B conf
Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent.
GLOBECOM
Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
2021 J jnl
Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent.
CoRR
Anis Elgabli, Chaouki Ben Issaid, Amrit S. Bedi, Mehdi Bennis, Vaneet Aggarwal
2021 B conf
Federated Distributionally Robust Optimization for Phase Configuration of RISs.
GLOBECOM
Chaouki Ben Issaid, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor
2021 J jnl
Federated Distributionally Robust Optimization for Phase Configuration of RISs.
CoRR
Chaouki Ben Issaid, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor
2021 J jnl
Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning.
IEEE Trans. Commun.
Anis Elgabli, Jihong Park, Chaouki Ben Issaid, Mehdi Bennis
2021 J jnl
Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs.
CoRR
Beatriz Soret, Lam Duc Nguyen, Jan Seeger, Arne Bröring, Chaouki Ben Issaid, Sumudu Samarakoon, Anis El Gabli, Vivek Kulkarni, Mehdi Bennis, Petar Popovski
2021 J jnl
Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning.
IEEE Trans. Commun.
Anis Elgabli, Jihong Park, Amrit Singh Bedi, Chaouki Ben Issaid, Mehdi Bennis, Vaneet Aggarwal
2020 J jnl
A CNN-Based Structured Light Communication Scheme for Internet of Underwater Things Applications.
IEEE Internet Things J.
Abderrahmen Trichili, Chaouki Ben Issaid, Boon S. Ooi, Mohamed-Slim Alouini
2020 J jnl
Communication Efficient Distributed Learning with Censored, Quantized, and Generalized Group ADMM.
CoRR
Chaouki Ben Issaid, Anis Elgabli, Jihong Park, Mehdi Bennis
2020 J jnl
Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning.
CoRR
Anis Elgabli, Jihong Park, Chaouki Ben Issaid, Mehdi Bennis
2020 J jnl
User Clustering for MIMO NOMA via Classifier Chains and Gradient-Boosting Decision Trees.
IEEE Access
Chaouki Ben Issaid, Carles Antón-Haro, Xavier Mestre, Mohamed-Slim Alouini
2019 J jnl
Level Crossing Rate and Average Outage Duration of Free Space Optical Links.
IEEE Trans. Commun.
Chaouki Ben Issaid, Mohamed-Slim Alouini
2018 B conf
Efficient outage probability evaluation of diversity receivers over α-μ fading channels.
WCNC
Chaouki Ben Issaid, Mohamed-Slim Alouini, Raúl Tempone
2018 J jnl
On the Fast and Precise Evaluation of the Outage Probability of Diversity Receivers Over -αμ, κ-μ, and η-μ Fading Channels.
IEEE Trans. Wirel. Commun.
Chaouki Ben Issaid, Mohamed-Slim Alouini, Raúl Tempone
2017 J jnl
A Generic Simulation Approach for the Fast and Accurate Estimation of the Outage Probability of Single Hop and Multihop FSO Links Subject to Generalized Pointing Errors.
IEEE Trans. Wirel. Commun.
Chaouki Ben Issaid, Ki-Hong Park, Mohamed-Slim Alouini
2017 J jnl
On the Efficient Simulation of the Distribution of the Sum of Gamma-Gamma Variates With Application to the Outage Probability Evaluation Over Fading Channels.
IEEE Trans. Commun.
Chaouki Ben Issaid, Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone
2016 B conf
Fast Outage Probability Simulation for FSO Links with a Generalized Pointing Error Model.
GLOBECOM
Chaouki Ben Issaid, Ki-Hong Park, Mohamed-Slim Alouini, Raúl Tempone
2016 — conf
On the sum of Gamma-Gamma variates with application to the fast outage probability evaluation over fading channels.
GlobalSIP
Chaouki Ben Issaid, Nadhir Ben Rached, Abla Kammoun, Mohamed-Slim Alouini, Raúl Tempone