Generative Adversarial Learning for Machine Learning empowered Self Organizing 5G Networks. - Ben Hughes; Shruti Bothe; Hasan Farooq; Ali Imran 001 (ICNC, 2019)

Which Statistical Distribution Best Characterizes Modern Cellular Traffic and What Factors Could Predict Its Spatiotemporal Variability? - Shruti Bothe; Haneya Naeem Qureshi; Ali Imran 001 (IEEE Commun. Lett., 2019)

Neuromorphic AI Empowered Root Cause Analysis of Faults in Emerging Networks. - Shruti Bothe; Usama Masood; Hasan Farooq; Ali Imran 001 (BlackSeaCom, 2020)

Coordinated Hyper-Parameter Search for Edge Machine Learning in Beyond-5G Networks. - Hasan Farooq; Julien Forgeat; Shruti Bothe; Maxime Bouton; Meral Shirazipour; Per Karlsson (ICC Workshops, 2021)

Coordinated Reinforcement Learning for Optimizing Mobile Networks. - Maxime Bouton; Hasan Farooq; Julien Forgeat; Shruti Bothe; Meral Shirazipour; Per Karlsson (CoRR, 2021)

Edge-distributed Coordinated Hyper-Parameter Search for Energy Saving SON Use-Case. - Hasan Farooq; Julien Forgeat; Shruti Bothe; Maxime Bouton; Per Karlsson (ICC Workshops, 2022)

Time-Series Prediction using Nature-Inspired Small Models and Curriculum Learning. - Shruti Bothe; Hasan Farooq; Julien Forgeat; Kristijonas Cyras (PIMRC, 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 001; Ali Imran 001 (IEEE Commun. Surv. Tutorials, 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 001; Ali Imran 001 (CoRR, 2023)

Multi-Task Learning as Enabler for General-Purpose AI-Native RAN. - Hasan Farooq; Julien Forgeat; Shruti Bothe; Kristijonas Cyras; Md Moin Uddin Chowdhury (ICC Workshops, 2024)

Secondary Carrier Prediction Under the Lens of Multi-Task Learning Paradigm. - Hasan Farooq; Julien Forgeat; Shruti Bothe; Kristijonas Cyras; Md Moin Uddin Chowdhury (NOMS, 2025)

Towards Green AI-Native Networks: Evaluation of Neural Circuit Policy for Estimating Energy Consumption of Base Stations. - Selim Ickin; Shruti Bothe; Aman Raparia; Nitin Khanna; Erik Sanders (CoRR, 2025)