Reinforcement Learning Based Scheduling Algorithm for Optimizing Age of Information in Ultra Reliable Low Latency Networks. - Anis Elgabli; Hamza Khan 001; Mounssif Krouka; Mehdi Bennis (ISCC, 2019)

Maximum Allowable Transfer Interval Aware Scheduling for Wireless Remote Monitoring. - Mounssif Krouka; Anis Elgabli; Mehdi Bennis (WCNC, 2020)

Cross Layer Optimization and Distributed Reinforcement Learning Approach for Tile-Based 360 Degree Wireless Video Streaming. - Mounssif Krouka; Anis Elgabli; Mohammed Saad ElBamby; Cristina Perfecto; Mehdi Bennis; Vaneet Aggarwal (CoRR, 2020)

Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation. - Mounssif Krouka; Anis Elgabli; Chaouki Ben Issaid; Mehdi Bennis (GLOBECOM, 2021)

Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels. - Mounssif Krouka; Anis Elgabli; Chaouki Ben Issaid; Mehdi Bennis (PIMRC, 2021)

Communication-Efficient and Federated Multi-Agent Reinforcement Learning. - Mounssif Krouka; Anis Elgabli; Chaouki Ben Issaid; Mehdi Bennis (IEEE Trans. Cogn. Commun. Netw., 2022)

Communication-Efficient Federated Learning: A Second Order Newton-Type Method With Analog Over-the-Air Aggregation. - Mounssif Krouka; Anis Elgabli; Chaouki Ben Issaid; Mehdi Bennis (IEEE Trans. Green Commun. Netw., 2022)

Communication-Efficient Second-Order Newton-Type Approach for Decentralized Learning. - Mounssif Krouka; Anis Elgabli; Chaouki Ben Issaid; Mehdi Bennis (WCNC, 2023)

Communication Efficient Differentially Private Federated Learning Using Second Order Information. - Mounssif Krouka; Antti Koskela; Tejas D. Kulkarni (Proc. Priv. Enhancing Technol., 2025)

Distributionally Robust Federated Learning with Client Drift Minimization. - Mounssif Krouka; Chaouki Ben Issaid; Mehdi Bennis (CoRR, 2025)