| 2025 | PIMRC | Advancing AI-Native 6G Networks by AI Enablers. | Merve Saimler, Selim Ickin, Maria Diamanti, Giacomo Bernini, Milan Zivkovic, Nassima Toumi, Ozgur Umut Akgul |
| 2024 | ICFEC | Asynchronous Federated Split Learning. | R. A. Albuquerque, Leonardo P. Dias, Junior Momo Ziazet, Konstantinos Vandikas, Selim Ickin, Brigitte Jaumard, Carlos Natalino, Lena Wosinska, Paolo Monti, Elaine Wong |
| 2023 | NOMS | Automated Feature Selection with Local Gradient Trajectory in Split Learning. | Selim Ickin |
| 2023 | NOMS | Independent Split Model Inference at Operator Network for Network Performance Estimation. | Selim Ickin, Dinand Roeland, Gran Hall |
| 2021 | SIGCOMM | Recommending Changes on QoE Factors with Conditional Variational AutoEncoder. | Selim Ickin |
| 2021 | SIGCOMM | Automated Collaborator Selection for Federated Learning with Multi-armed Bandit Agents. | Hannes Larsson, Hassam Riaz, Selim Ickin |
| 2020 | NetSoft | Ensemble-based Synthetic Data Synthesis for Federated QoE Modeling. | Selim Ickin, Konstantinos Vandikas, Farnaz Moradi, Jalil Taghia, Wenfeng Hu |
| 2019 | MOBICOM | Privacy Preserving QoE Modeling using Collaborative Learning. | Selim Ickin, Konstantinos Vandikas, Markus Fiedler |
| 2019 | QoMEX | On Network Performance Indicators for Network Promoter Score Estimation. | Selim Ickin, Jawwad Ahmed, Andreas Johnsson, Jrgen Gustafsson |
| 2018 | ICMLA | A Minimum Spanning Tree Clustering Approach for Outlier Detection in Event Sequences. | Shahrooz Abghari, Veselka Boeva, Niklas Lavesson, Hkan Grahn, Selim Ickin, Jrgen Gustafsson |
| 2016 | ICIN | Quality of Experience on Smartphones: Network, Application, and Energy Perspectives. | Selim Ickin, Markus Fiedler |
| 2012 | QoMEX | Studying the challenges in assessing the perceived quality of mobile-phone based video. | Selim Ickin, Lucjan Janowski, Katarzyna Wac, Markus Fiedler |
| 2011 | SIGCOMM | Studying the experience of mobile applications used in different contexts of daily life. | Katarzyna Wac, Selim Ickin, Jin-Hyuk Hong, Lucjan Janowski, Markus Fiedler, Anind K. Dey |
| 2010 | LCN | The effects of Packet Delay Variation on the perceptual quality of video. | Selim Ickin, Karel De Vogeleer, Markus Fiedler, David Erman |
| 2010 | LCN | PERIMETER: A user-centric mobility framework. | Karel De Vogeleer, Selim Ickin, David Erman, Markus Fiedler |