Julien Forgeat

According to our database, Julien Forgeat authored at least 14 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Optimizing Reinforcement Learning Training over Digital Twin Enabled Multi-fidelity Networks.

Hanzhi Yu, Hasan Farooq, Julien Forgeat, Shruti Bothe, Kristijonas Cyras, Md Moin Uddin Chowdhury, Mingzhe Chen

CoRR, March, 2026

2025

Through the telecom lens: Are all training samples important?

Shruti Bothe, Illyyne Saffar, Aurelie Boisbunon, Hasan Farooq, Julien Forgeat, Md Moin Uddin Chowdhury

CoRR, November, 2025

Secondary Carrier Prediction Under the Lens of Multi-Task Learning Paradigm.

Hasan Farooq, Julien Forgeat, Shruti Bothe, Kristijonas Cyras, Md Moin Uddin Chowdhury

Proceedings of the NOMS 2025 IEEE Network Operations and Management Symposium, 2025

Optimizing Training of Policies on Hierarchical Multi-fidelity Environments.

Hanzhi Yu, Hasan Farooq, Julien Forgeat, Shruti Bothe, Kristijonas Cyras, Md Moin Uddin Chowdhury, Mingzhe Chen

Proceedings of the 2025 IEEE Global Communications Conference, 2025

2024

Multi-Task Learning as Enabler for General-Purpose AI-Native RAN.

Hasan Farooq, Julien Forgeat, Shruti Bothe, Kristijonas Cyras, Md Moin Uddin Chowdhury

Proceedings of the IEEE International Conference on Communications Workshops, 2024

2023

Towards Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework.

Haneya Naeem Qureshi, Usama Masood, Marvin Manalastas, Syed Muhammad Asad Zaidi, Hasan Farooq, Julien Forgeat, Maxime Bouton, Shruti Bothe, Per Karlsson, Ali Rizwan, Ali Imran

CoRR, 2023

Toward Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework.

Haneya Naeem Qureshi, Usama Masood, Marvin Manalastas, Syed Muhammad Asad Zaidi, Hasan Farooq, Julien Forgeat, Maxime Bouton, Shruti Bothe, Per Karlsson, Ali Rizwan, Ali Imran

IEEE Commun. Surv. Tutorials, 2023

Time-Series Prediction using Nature-Inspired Small Models and Curriculum Learning.

Shruti Bothe, Hasan Farooq, Julien Forgeat, Kristijonas Cyras

Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

2022

Edge-distributed Coordinated Hyper-Parameter Search for Energy Saving SON Use-Case.

Hasan Farooq, Julien Forgeat, Shruti Bothe, Maxime Bouton, Per Karlsson

Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

2021

Coordinated Reinforcement Learning for Optimizing Mobile Networks.

Maxime Bouton, Hasan Farooq, Julien Forgeat, Shruti Bothe, Meral Shirazipour, Per Karlsson

CoRR, 2021

Coordinated Hyper-Parameter Search for Edge Machine Learning in Beyond-5G Networks.

Hasan Farooq, Julien Forgeat, Shruti Bothe, Maxime Bouton, Meral Shirazipour, Per Karlsson

Proceedings of the IEEE International Conference on Communications Workshops, 2021

2018

"I don't need to see that": Seeking, Avoiding, and Attempting to Control Video Content.

Jennifer Lee, Alvin Jude, Meral Shirazipour, Julien Forgeat

Proceedings of the Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2016

Incremental learning for matrix factorization in recommender systems.

Tong Yu, Ole J. Mengshoel, Alvin Jude, Eugen Feller, Julien Forgeat, Nimish Radia

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

A Constrained Genetic Algorithm for Rebalancing of Services in Cloud Data Centers.

Priya Krishnan Sundararajan, Eugen Feller, Julien Forgeat, Ole J. Mengshoel

Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015